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Poster
Thu 0:30 Universal Off-Policy Evaluation
Yash Chandak · Scott Niekum · Bruno da Silva · Erik Learned-Miller · Emma Brunskill · Philip Thomas
Poster
Thu 8:30 Learning-Augmented Dynamic Power Management with Multiple States via New Ski Rental Bounds
Antonios Antoniadis · Christian Coester · Marek Elias · Adam Polak · Bertrand Simon
Workshop
Communication-Efficient Federated Learning for Neural Machine Translation
Tanya Roosta · Peyman Passban · Ankit Chadha
Workshop
Private Federated Learning Without a Trusted Server: Optimal Algorithms for Convex Losses
Andrew Lowy · Meisam Razaviyayn
Workshop
Mon 10:40 Communication-Efficient Federated Learning for Neural Machine Translation
Tanya Roosta · Peyman Passban · Ankit Chadha
Poster
Thu 8:30 Renyi Differential Privacy of The Subsampled Shuffle Model In Distributed Learning
Antonious Girgis · Deepesh Data · Suhas Diggavi
Workshop
Mon 10:00 Keynote Talk: Fair or Robust: Addressing Competing Constraints in Federated Learning (Virginia Smith)
Virginia Smith
Workshop
Mon 6:15 Keynote Talk: Building a New Economy: Federated Learning and Beyond (Alex Pentland)
Alex `Sandy' Pentland
Workshop
DAdaQuant: Doubly-adaptive quantization for communication-efficient Federated Learning
Robert Hönig · Yiren Zhao · Robert Mullins
Poster
Tue 16:30 QuPeD: Quantized Personalization via Distillation with Applications to Federated Learning
Kaan Ozkara · Navjot Singh · Deepesh Data · Suhas Diggavi
Poster
Thu 0:30 Preserved central model for faster bidirectional compression in distributed settings
Constantin Philippenko · Aymeric Dieuleveut
Workshop
Learning Federated Representations and Recommendations with Limited Negatives
Lin Ning · Sushant Prakash