Search All 2022 Events
 

31 Results

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Poster
[Re] Privacy-preserving collaborative learning with automatic transformation search
Alfonso Taboada Warmerdam · Lodewijk Loerakker · Lucas Meijer · Ole Nissen
Panel
Tue 9:15 Panel 1A-1: Near-Optimal Collaborative Learning… & Minimax Regret for…
Clémence Réda · Daniel Vial
Poster
Collaborative Learning by Detecting Collaboration Partners
Shu Ding · Wei Wang
Workshop
Dynamic Collaborative Multi-Agent Reinforcement Learning Communication for Autonomous Drone Reforestation
Philipp Siedler
Workshop
Sat 13:20 Scalable Collaborative Learning via Representation Sharing
Frédéric Berdoz · Abhishek Singh · Martin Jaggi · Ramesh Raskar
Poster
Wed 9:00 Trade-off between Payoff and Model Rewards in Shapley-Fair Collaborative Machine Learning
Quoc Phong Nguyen · Bryan Kian Hsiang Low · Patrick Jaillet
Poster
Tue 9:00 On Sample Optimality in Personalized Collaborative and Federated Learning
Mathieu Even · Laurent Massoulié · Kevin Scaman
Workshop
MocoSFL: enabling cross-client collaborative self-supervised learning
Jingtao Li · Lingjuan Lyu · Daisuke Iso · Chaitali Chakrabarti · Michael Spranger
Workshop
Learning from Data through Human-Machine Collaboration
Sara Pido · Pietro Crovari · Pietro Pinoli
Affinity Workshop
Privacy-Preserving Machine Learning for Collaborative Data Sharing via Auto-encoder Latent Space Embeddings
Ana María Quintero-Ossa · Jesus Solano · Hernan Garcia · David Zarruk · Alejandro Bahnsen · Carlos Valencia
Poster
Wed 9:00 On-Demand Sampling: Learning Optimally from Multiple Distributions
Nika Haghtalab · Michael Jordan · Eric Zhao
Poster
Wed 14:00 On the Generalizability and Predictability of Recommender Systems
Duncan McElfresh · Sujay Khandagale · Jonathan Valverde · John Dickerson · Colin White