Seminar with James Bailey: Local intrinsic dimensionality and its applications for anomaly detection and self supervised learning
Speaker: Professor James BaileyAbstract: In this seminar, we will review a measure known as Local Intrinsic Dimensionality (LID), which can be used for characterizing the complexity of local neighbourhoods in data. LID can loosely be thought of as a measure for the number of latent variables needed for characterising a particular locality in multi dimensional space. In this talk we will review the LID measure and its uses in machine learning and data mining. In particular, we focus on two recent exciting applications.The first application is in anomaly detection, where we report on a ‘dimensionality-aware’ outlier detection method, DAO, which is derived as an estimator of an asymptotic local expected density ratio involving a query point and a close neighbor drawn at random. DAO significantly outperforms three popular and important benchmark local outlier detection methods.The second application is in the field of self supervised learning, where we show i) how the use of LID for dimensionality regularization at a local level can be used to mitigate an underfilling phenomenon known as dimensional collapse and ii) how the local dimensionality of deep representations can be used as a proxy target when searching for suitable data augmentation policies in contrastive learning. Short Biography: James Bailey is a Professor in the Faculty of Engineering and Information Technology at The University of Melbourne and Program Lead for the University’s Artificial Intelligence Platform. He was previously an Australian Research Council Future Fellow and is a researcher in the field of machine learning and artificial intelligence, including interdisciplinary applications and operational frameworks. His interests particularly relate to the assurance, certification and safety of systems based on machine learning and artificial intelligence. He works on the deployment of AI systems in collaboration with a wide range of industry and government partners across sectors such as defence, energy and health. He is co-General Chair for the Australasian Joint Conference in Artificial Intelligence to be held in Melbourne in December 2024.Read more here: https://findanexpert.unimelb.edu.au/profile/351-james-bailey
Seminar with Michael E. Houle: Intrinsic Dimensionality & Dynamical Systems, and their Implications for Deep Learning
Speaker: Michael E. Houle, New Jersey Institute of Technology (NJIT), USAAbstract: Researchers have long considered the analysis of similarity applications in terms of the intrinsic dimensionality (ID) of the data. Although traditionally ID has been viewed as a characterization of the complexity of discrete datasets, more recently a local model of intrinsic dimensionality (LID) has been extended to the case of smooth growth functions in general, and distance distributions in particular, from its first principles in terms of similarity, features, and probability. Since then, LID has found applications — practical as well as theoretical — in such areas as similarity search, data mining, and deep learning. LID has also been shown to be equivalent under transformation to the well-established statistical framework of extreme value theory (EVT). In this tutorial, we will survey some of the wider connections between ID and other forms of complexity analysis, including EVT, power-law distributions, chaos theory, anddynamical systems. We will then see how LID can potentially serve as a unifying framework for the understanding of these theories in the context of machine learning in general, and deep learning in particular.Short Biography: Michael Houle obtained his PhD degree in 1989 from McGill University in Canada, in the area of computational geometry. Since then, he developed research interests in algorithmics, data structures, and relational visualization, first at Kyushu University and the University of Tokyo in Japan, and from 1992 at the University of Newcastle and the University of Sydney in Australia.From 2001 to 2004, while at IBM Japan's Tokyo Research Laboratory, he first began working on approximate similarity search and shared-neighbor clustering methods for data mining applications.From 2004, at the National Institute of Informatics, Tokyo, his research interests expanded to include dimensionality and scalability in the context of fundamental AI / machine learning / data mining tasks such as search, clustering, classification, and outlier detection.In 2021, he relocated to Vancouver, BC, Canada. Currently he is with the New Jersey Institute of Technology in Newark, NJ, USA, and divides his time between Newark and Vancouver.Read more here: https://people.njit.edu/profile/meh43
IMADA Departmental Forum
All staff at IMADA are invited to the Departmental Fora.Meeting notice and agenda will be sent by email.
Meeting of the Teaching Coordination Group for the teaching committees at IMADA
Meeting notice with time and agenda will be sent by email.
INVITATION: Inaugural seminar, Mathias Lasgaard, Professor of applied psychology
"Addressing Loneliness: Current Interventions and Future Directions"On the occasion of Mathias Lasgaard’s appointment as professor of applied psychology at the Department of Psychology, SDU, the Faculty of Health Sciences hereby invites you to attend an inaugural seminar on August 30, 2024, from 14:00 hrs. CEST, in the Auditorium O100, University of Southern Denmark (SDU), Campusvej 55, DK-5230 Odense M.14.00-14.05: Introduction and welcome Uffe Holmskov, Vice-Dean for Research and Innovation, Faculty of Health Sciences, SDU14.05-14.40: “Exploring the landscape of interventions for loneliness " Mathias Lasgaard, Professor, Department of Psychology, SDU14.40-15.15: “What is missing from the intervention landscape " Pamela Qualter, Professor, Manchester Institute of Education, University of Manchester, United Kingdom15.15-15.30: Discussion and closing of the seminarAfter the seminar, a reception will be held in “Panoramaudsigten”, Campusvej 55, DK-5230 Odense M.The Faculty of Health Sciences would like to invite all interested persons to attend the seminar and the following reception. If you wish to participate, we kindly ask you to register HERE no later than August 23, 2024.For further information or questions, please contact administrative officer Mette Bach Moesgaard by email [email]mbmoesgaard@health.sdu.dk[/email]
INVITATION: Inaugural seminar, Mathias Lasgaard, Professor of applied psychology
"Addressing Loneliness: Current Interventions and Future Directions"On the occasion of Mathias Lasgaard’s appointment as professor of applied psychology at the Department of Psychology, SDU, the Faculty of Health Sciences hereby invites you to attend an inaugural seminar on August 30, 2024, from 14:00 hrs. CEST, in the Auditorium O100, University of Southern Denmark (SDU), Campusvej 55, DK-5230 Odense M.14.00-14.05: Introduction and welcome Uffe Holmskov, Vice-Dean for Research and Innovation, Faculty of Health Sciences, SDU14.05-14.40: “Exploring the landscape of interventions for loneliness " Mathias Lasgaard, Professor, Department of Psychology, SDU14.40-15.15: “What is missing from the intervention landscape " Pamela Qualter, Professor, Manchester Institute of Education, University of Manchester, United Kingdom15.15-15.30: Discussion and closing of the seminarAfter the seminar, a reception will be held in “Panoramaudsigten”, Campusvej 55, DK-5230 Odense M.The Faculty of Health Sciences would like to invite all interested persons to attend the seminar and the following reception. If you wish to participate, we kindly ask you to register HERE no later than August 23, 2024.For further information or questions, please contact administrative officer Mette Bach Moesgaard by email [email]mbmoesgaard@health.sdu.dk[/email]
SDU Climate Cluster - Climate Thursdays - Introduction, climate status and future perspectives
SDU Climate Cluster invites you to join Climate Thursdays - a series of online lectures – free of chargeClimate Thursdays are held in collaboration with leading researchers from the University of Southern Denmark and several other Danish and international universities, experts from the Danish Council on Climate Change, the Geological Survey of Denmark and Greenland as well as companies, think tanks, institutions and organisations.This high profile symposia series focus on the state of our climate and on the technical, behavioural, financial and political solutions and actions taken to meet the current climate challenges.Climate Thursdays kicks off on 5 September 2024 and continue the following Thursdays until mid-November.
Climate Thursdays 2024 – Introduction, climate status and future perspectives
Climate Thursdays are a series of online lectures – free of charge.SDU Climate Cluster invites you to join Climate Thursdays that are held in collaboration with leading researchers from the University of Southern Denmark and several other Danish and international universities, experts from the Danish Council on Climate Change, the Geological Survey of Denmark and Greenland as well as companies, think tanks, institutions and organisations.This high profile symposia series focus on the state of our climate and on the technical, behavioural, financial and political solutions and actions taken to meet the current climate challenges.Climate Thursdays kicks off on 5 September 2024 and continue the following Thursdays until mid-November. The lectures will take place as webinars, and each lecture is open to written questions at the session.All webinars will be recorded and placed under the tab of the respective date immediately after each seminar.We look forward to seeing you at the ClimateThursdays.Henrik Wenzel & Sebastian Mernild
IMADA Teaching Committee meeting
Read more about the Teaching Committee: https://www.sdu.dk/da/om_sdu/institutter_centre/imada_matematik_og_datalogi/ledelse_administration/raad_naevn_udvalg/undervisningsudvalg
QTC Journal Club: TBA
Speaker: Manuel Del Piano, PhD studentAbstract: TBALocation: The DIAS Meetingroom Syd (V22-503a-2)You can also join via Zoom (passcode: 060379).The event is open to all.
SDU Climate Cluster - Climate Thursdays - Impacts on the planet
SDU Climate Cluster invites you to join Climate Thursdays - a series of online lectures – free of chargeClimate Thursdays are held in collaboration with leading researchers from the University of Southern Denmark and several other Danish and international universities, experts from the Danish Council on Climate Change, the Geological Survey of Denmark and Greenland as well as companies, think tanks, institutions and organisations.This high profile symposia series focus on the state of our climate and on the technical, behavioural, financial and political solutions and actions taken to meet the current climate challenges.Climate Thursdays kicks off on 5 September 2024 and continue the following Thursdays until mid-November.
Symposium: Individ og stat i den nordiske model – historiske erfaringer og fremtidig samfundsmæssig legitimitet
12.-13. september samles forskere fra Nordic Humanities Center til et symposium med nordiske kolleger.Titlen på symposiet er ”Individ og stat i den nordiske model – historiske erfaringer og fremtidig samfundsmæssig legitimitet", og det foregår på Linnéuniversitetet i Växsjö i Sverige.
IMADA Professor meeting
All assistant, associate and full professors at IMADA are invited to the Professor Meeting.Meeting notice and agenda will be sent by email.
QTC Journal Club: TBA
Speaker: Marika D’Avanzo, PhD studentAbstract: TBALocation: The DIAS Meetingroom Syd (V22-503a-2)You can also join via Zoom (passcode: 060379).The event is open to all.
IMADA Day – save the date
More practical information about the day in August, but for now, please save the date. We look forward to seeing you for an inspiring day in September.
National Literatures: a Global Phenomenon in a Deglobalizing World? - DIAS Lecture by David Wallace
David Wallace holds the Judith Rodin Chair of English at the University of Pennsylvania. He is a prominent literary historian who has broken out of the national paradigm in innovative ways. He has published widely on late medieval English literature, and his collaborative project which resulted in the two-volume Europe – A Literary History 1348-1418 (Oxford UP, 2016) is highly acclaimed. He is now editing a global literary history, National Epics, which focuses on national literatures in a large chronological and comparative frame – from Homer to the present day.This event is open for all
SDU Climate Cluster - Climate Thursdays - Impacts on society/humans
SDU Climate Cluster invites you to join Climate Thursdays - a series of online lectures – free of chargeClimate Thursdays are held in collaboration with leading researchers from the University of Southern Denmark and several other Danish and international universities, experts from the Danish Council on Climate Change, the Geological Survey of Denmark and Greenland as well as companies, think tanks, institutions and organisations.This high profile symposia series focus on the state of our climate and on the technical, behavioural, financial and political solutions and actions taken to meet the current climate challenges.Climate Thursdays kicks off on 5 September 2024 and continue the following Thursdays until mid-November.
Meeting of the Teaching Coordination Group for the teaching committees at IMADA
Meeting notice with time and agenda will be sent by email.
QTC Journal Club: TBA
Speaker: Sofie Antonia Martins, PhD studentAbstract: TBALocation: The DIAS Meetingroom Syd (V22-503a-2)You can also join via Zoom (passcode: 060379).The event is open to all.
SDU Climate Cluster - Climate Thursdays - Solutions to climate change: Agriculture and aquaculture
SDU Climate Cluster invites you to join Climate Thursdays - a series of online lectures – free of chargeClimate Thursdays are held in collaboration with leading researchers from the University of Southern Denmark and several other Danish and international universities, experts from the Danish Council on Climate Change, the Geological Survey of Denmark and Greenland as well as companies, think tanks, institutions and organisations.This high profile symposia series focus on the state of our climate and on the technical, behavioural, financial and political solutions and actions taken to meet the current climate challenges.Climate Thursdays kicks off on 5 September 2024 and continue the following Thursdays until mid-November.
IMADA Departmental Council
Read more about the Department Council: https://sdunet.dk/en/enheder/institutter/imada/udvalg-og-moeder/institutraad
QTC Journal Club: TBA
Speaker: Alessandra D’Alise, PhD studentAbstract: TBALocation: The DIAS Meetingroom Syd (V22-503a-2)You can also join via Zoom (passcode: 060379).The event is open to all.
Science Day in the spirit of maths and computer science
We invite high school students to an exciting day celebrating Science Day in the spirit of maths and computer science. The aim is for the day to be both fun and educational, bringing you closer to the subjects and study environment at the University of Southern Denmark and the Department of Mathematics and Computer Science.During the day, there will be two academic workshops, one on maths and one on computer science. All participants will experience both workshops. The teaching will be held by dedicated students from the Department of Mathematics and Computer Science.We finish the day with a conversation café with the students, where you will have the opportunity to hear more about everyday life at a university.
Science Day in the spirit of maths and computer science
We invite high school students to an exciting day celebrating Science Day in the spirit of maths and computer science. The aim is for the day to be both fun and educational, bringing you closer to the subjects and study environment at the University of Southern Denmark and the Department of Mathematics and Computer Science.During the day, there will be two academic workshops, one on maths and one on computer science. All participants will experience both workshops. The teaching will be held by dedicated students from the Department of Mathematics and Computer Science.We finish the day with a conversation café with the students, where you will have the opportunity to hear more about everyday life at a university.
SDU Climate Cluster - Climate Thursdays - Solutions to climate change: The energy system transition
SDU Climate Cluster invites you to join Climate Thursdays - a series of online lectures – free of chargeClimate Thursdays are held in collaboration with leading researchers from the University of Southern Denmark and several other Danish and international universities, experts from the Danish Council on Climate Change, the Geological Survey of Denmark and Greenland as well as companies, think tanks, institutions and organisations.This high profile symposia series focus on the state of our climate and on the technical, behavioural, financial and political solutions and actions taken to meet the current climate challenges.Climate Thursdays kicks off on 5 September 2024 and continue the following Thursdays until mid-November.
IMADA Teaching Committee meeting
Read more about the Teaching Committee: https://www.sdu.dk/da/om_sdu/institutter_centre/imada_matematik_og_datalogi/ledelse_administration/raad_naevn_udvalg/undervisningsudvalg
QTC Journal Club: TBA
Speaker: Alessandra D’Alise, PhD studentAbstract: TBALocation: The DIAS Meetingroom Syd (V22-503a-2)You can also join via Zoom (passcode: 060379).The event is open to all.
SDU Climate Cluster - Climate Thursdays - Solutions to climate change: Carbon capture
SDU Climate Cluster invites you to join Climate Thursdays - a series of online lectures – free of chargeClimate Thursdays are held in collaboration with leading researchers from the University of Southern Denmark and several other Danish and international universities, experts from the Danish Council on Climate Change, the Geological Survey of Denmark and Greenland as well as companies, think tanks, institutions and organisations.This high profile symposia series focus on the state of our climate and on the technical, behavioural, financial and political solutions and actions taken to meet the current climate challenges.Climate Thursdays kicks off on 5 September 2024 and continue the following Thursdays until mid-November.
IMADA Departmental Forum
All staff at IMADA are invited to the Departmental Fora.Meeting notice and agenda will be sent by email.
QTC Journal Club: TBA
Speaker: Giacomo Cacciapaglia, Senior ResearcherAbstract: TBALocation: The DIAS Meetingroom Syd (V22-503a-2)You can also join via Zoom (passcode: 060379).The event is open to all.
2024 Arctic Circle Assembly in Reykjavìk, Iceland
The annual Arctic Circle Assembly brings together governments, organizations, corporations, universities, think tanks, environmental associations, Indigenous communities, citizens, and others for a comprehensive and democratic Arctic dialogue. The Assembly is the largest gathering on Arctic affairs. It is a place for international engagement, cooperation, and celebration.Registration will open early June.
QTC Journal Club: TBA
Speaker: Giulia Muco, PhD studentAbstract: TBALocation: The DIAS Meetingroom Syd (V22-503a-2)You can also join via Zoom (passcode: 060379).The event is open to all.
SDU Climate Cluster - Climate Thursdays - Solutions to climate change: Transport systems
SDU Climate Cluster invites you to join Climate Thursdays - a series of online lectures – free of chargeClimate Thursdays are held in collaboration with leading researchers from the University of Southern Denmark and several other Danish and international universities, experts from the Danish Council on Climate Change, the Geological Survey of Denmark and Greenland as well as companies, think tanks, institutions and organisations.This high profile symposia series focus on the state of our climate and on the technical, behavioural, financial and political solutions and actions taken to meet the current climate challenges.Climate Thursdays kicks off on 5 September 2024 and continue the following Thursdays until mid-November.
Meeting of the Teaching Coordination Group for the teaching committees at IMADA
Meeting notice with time and agenda will be sent by email.
QTC Journal Club: TBA
Speaker: Domenico Frattulillo, PhD studentAbstract: TBALocation: The DIAS Meetingroom Syd (V22-503a-2)You can also join via Zoom (passcode: 060379).The event is open to all.
SDU Climate Cluster - Climate Thursdays - Solutions to climate change: Circular economy and waste management
SDU Climate Cluster invites you to join Climate Thursdays - a series of online lectures – free of chargeClimate Thursdays are held in collaboration with leading researchers from the University of Southern Denmark and several other Danish and international universities, experts from the Danish Council on Climate Change, the Geological Survey of Denmark and Greenland as well as companies, think tanks, institutions and organisations.This high profile symposia series focus on the state of our climate and on the technical, behavioural, financial and political solutions and actions taken to meet the current climate challenges.Climate Thursdays kicks off on 5 September 2024 and continue the following Thursdays until mid-November.
IMADA Teaching Committee meeting
Read more about the Teaching Committee: https://www.sdu.dk/da/om_sdu/institutter_centre/imada_matematik_og_datalogi/ledelse_administration/raad_naevn_udvalg/undervisningsudvalg
SDU Climate Cluster - Climate Thursdays - Barriers, drivers and implications: Economy
SDU Climate Cluster invites you to join Climate Thursdays - a series of online lectures – free of chargeClimate Thursdays are held in collaboration with leading researchers from the University of Southern Denmark and several other Danish and international universities, experts from the Danish Council on Climate Change, the Geological Survey of Denmark and Greenland as well as companies, think tanks, institutions and organisations.This high profile symposia series focus on the state of our climate and on the technical, behavioural, financial and political solutions and actions taken to meet the current climate challenges.Climate Thursdays kicks off on 5 September 2024 and continue the following Thursdays until mid-November.
TAL2024 - Conference on Teaching for Active Learning
This year's special theme: Supervision
TAL2024 - Conference on Teaching for Active Learning
This year's special theme: Supervision
IMADA Professor meeting
All assistant, associate and full professors at IMADA are invited to the Professor Meeting.Meeting notice and agenda will be sent by email.
QTC Journal Club: TBA
Speaker: Mattia Damia Paciarini, PhD studentAbstract: TBALocation: The DIAS Meetingroom Syd (V22-503a-2)You can also join via Zoom (passcode: 060379).The event is open to all.
SDU Climate Cluster - Climate Thursdays - Barriers, drivers and implications: Politics
SDU Climate Cluster invites you to join Climate Thursdays - a series of online lectures – free of chargeClimate Thursdays are held in collaboration with leading researchers from the University of Southern Denmark and several other Danish and international universities, experts from the Danish Council on Climate Change, the Geological Survey of Denmark and Greenland as well as companies, think tanks, institutions and organisations.This high profile symposia series focus on the state of our climate and on the technical, behavioural, financial and political solutions and actions taken to meet the current climate challenges.Climate Thursdays kicks off on 5 September 2024 and continue the following Thursdays until mid-November.
QTC Journal Club: TBA
Speaker: Antonio Rago, Associate ProfessorAbstract: TBALocation: The DIAS Meetingroom Syd (V22-503a-2)You can also join via Zoom (passcode: 060379).The event is open to all.
SDU Climate Cluster - Climate Thursdays - Panel debat
SDU Climate Cluster invites you to join Climate Thursdays - a series of online lectures – free of chargeClimate Thursdays are held in collaboration with leading researchers from the University of Southern Denmark and several other Danish and international universities, experts from the Danish Council on Climate Change, the Geological Survey of Denmark and Greenland as well as companies, think tanks, institutions and organisations.This high profile symposia series focus on the state of our climate and on the technical, behavioural, financial and political solutions and actions taken to meet the current climate challenges.Climate Thursdays kicks off on 5 September 2024 and continue the following Thursdays until mid-November.
Meeting of the Teaching Coordination Group for the teaching committees at IMADA
Meeting notice with time and agenda will be sent by email.
QTC Journal Club: TBA
Speaker: Benjamin Jäger, Associate ProfessorAbstract: TBALocation: The DIAS Meetingroom Syd (V22-503a-2)You can also join via Zoom (passcode: 060379).The event is open to all.
IMADA Departmental Council
Read more about the Department Council: https://sdunet.dk/en/enheder/institutter/imada/udvalg-og-moeder/institutraad
IMADA Teaching Committee meeting
Read more about the Teaching Committee: https://www.sdu.dk/da/om_sdu/institutter_centre/imada_matematik_og_datalogi/ledelse_administration/raad_naevn_udvalg/undervisningsudvalg
IMADA Departmental Forum
All staff at IMADA are invited to the Departmental Fora.Meeting notice and agenda will be sent by email.
IMADA Teaching Committee meeting
Read more about the Teaching Committee: https://www.sdu.dk/da/om_sdu/institutter_centre/imada_matematik_og_datalogi/ledelse_administration/raad_naevn_udvalg/undervisningsudvalg
UArctic Assembly 2025
The UArctic Assembly will be held in INARI, Finland and hosted by The Sámi Education Institute. Stay tuned for updates.
UArctic Assembly 2025
The UArctic Assembly 2025 will be held in Inari, Finland. The Assembly will be hosted by Sámi Education Institute. Stay tuned for updates.