Workshop
|
Fri 7:40
|
Federated Learning with Online Adaptive Heterogeneous Local Models
Hanhan Zhou · Tian Lan · Guru Prasadh Venkataramani · Wenbo Ding
|
|
Affinity Workshop
|
|
Crowdsourcing-Powered Machine Learning Application for Fake Message Validation and Localized Instant Response Platform in Disaster Management
Olubayo Adekanmbi
|
|
Workshop
|
|
Local Geometry Constraints in V1 with Deep Recurrent Autoencoders
Jonathan Huml · Demba Ba
|
|
Poster
|
|
Escaping Saddle Points with Bias-Variance Reduced Local Perturbed SGD for Communication Efficient Nonconvex Distributed Learning
Tomoya Murata · Taiji Suzuki
|
|
Poster
|
Wed 14:00
|
On Learning and Refutation in Noninteractive Local Differential Privacy
Alexander Edmonds · Aleksandar Nikolov · Toniann Pitassi
|
|
Poster
|
Thu 14:00
|
When are Local Queries Useful for Robust Learning?
Pascale Gourdeau · Varun Kanade · Marta Kwiatkowska · James Worrell
|
|
Poster
|
Wed 14:00
|
Learning Tractable Probabilistic Models from Inconsistent Local Estimates
Shasha Jin · Vasundhara Komaragiri · Tahrima Rahman · Vibhav Gogate
|
|
Poster
|
Tue 9:00
|
A Closer Look at Weakly-Supervised Audio-Visual Source Localization
Shentong Mo · Pedro Morgado
|
|
Poster
|
Thu 14:00
|
Variance Reduced ProxSkip: Algorithm, Theory and Application to Federated Learning
Grigory Malinovsky · Kai Yi · Peter Richtarik
|
|
Poster
|
Tue 14:00
|
Confident Approximate Policy Iteration for Efficient Local Planning in -realizable MDPs
Gellért Weisz · András György · Tadashi Kozuno · Csaba Szepesvari
|
|
Poster
|
Wed 9:00
|
Learning to Discover and Detect Objects
Vladimir Fomenko · Ismail Elezi · Deva Ramanan · Laura Leal-Taixé · Aljosa Osep
|
|
Poster
|
Thu 14:00
|
On Convergence of FedProx: Local Dissimilarity Invariant Bounds, Non-smoothness and Beyond
Xiaotong Yuan · Ping Li
|
|