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Search All 2022 Events
19 Results
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Poster
Thu 14:00
Robust Generalized Method of Moments: A Finite Sample Viewpoint
Dhruv Rohatgi · Vasilis Syrgkanis
Poster
Wed 9:00
Deep Learning Methods for Proximal Inference via Maximum Moment Restriction
Benjamin Kompa · David Bellamy · Tom Kolokotrones · james m robins · Andrew Beam
Poster
Thu 9:00
Tractable Optimality in Episodic Latent MABs
Jeongyeol Kwon · Yonathan Efroni · Constantine Caramanis · Shie Mannor
Poster
Thu 9:00
Domain Generalization without Excess Empirical Risk
Ozan Sener · Vladlen Koltun
Workshop
Generalized Synthetic Control Method with State-Space Model
Junzhe Shao · Mingzhang Yin · Xiaoxuan Cai · Linda Valeri
Workshop
Statistical and Computational Complexities of BFGS Quasi-Newton Method for Generalized Linear Models
Qiujiang Jin · Aryan Mokhtari · Nhat Ho · Tongzheng Ren
Poster
Wed 9:00
FedSR: A Simple and Effective Domain Generalization Method for Federated Learning
A. Tuan Nguyen · Philip Torr · Ser Nam Lim
Poster
Tue 14:00
Learning with convolution and pooling operations in kernel methods
Theodor Misiakiewicz · Song Mei
Poster
Wed 9:00
Stability and Generalization Analysis of Gradient Methods for Shallow Neural Networks
Yunwen Lei · Rong Jin · Yiming Ying
Poster
Tue 9:00
SizeShiftReg: a Regularization Method for Improving Size-Generalization in Graph Neural Networks
Davide Buffelli · Pietro Lió · Fabio Vandin
Workshop
Improving accuracy and convergence of federated learning edge computing methods for generalized DER forecasting applications in power grid
Vineet Jagadeesan Nair
Workshop
Clairvoyant Regret Minimization: Equivalence with Nemirovski’s Conceptual Prox Method and Extension to General Convex Games
Gabriele Farina · Christian Kroer · Chung-Wei Lee · Haipeng Luo
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