Skip to yearly menu bar Skip to main content


Search All 2022 Events
 

39 Results

<<   <   Page 2 of 4   >   >>
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 qπ-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