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Search All 2022 Events
85 Results
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Poster
Thu 14:00
Generalization for multiclass classification with overparameterized linear models
Vignesh Subramanian · Rahul Arya · Anant Sahai
Workshop
Statistical and Computational Complexities of BFGS Quasi-Newton Method for Generalized Linear Models
Qiujiang Jin · Aryan Mokhtari · Nhat Ho · Tongzheng Ren
Affinity Workshop
Model Averaging to Learn Bayesian Network Structures with Non-Linear Structured Representations
Charupriya Sharma
Poster
Tue 9:00
Communication Efficient Federated Learning for Generalized Linear Bandits
Chuanhao Li · Hongning Wang
Poster
Thu 14:00
Trimmed Maximum Likelihood Estimation for Robust Generalized Linear Model
Pranjal Awasthi · Abhimanyu Das · Weihao Kong · Rajat Sen
Poster
Thu 14:00
Provably Efficient Model-Free Constrained RL with Linear Function Approximation
Arnob Ghosh · Xingyu Zhou · Ness Shroff
Poster
Thu 14:00
A Non-Asymptotic Moreau Envelope Theory for High-Dimensional Generalized Linear Models
Lijia Zhou · Frederic Koehler · Pragya Sur · Danica J. Sutherland · Nati Srebro
Poster
Tue 14:00
Causal Inference with Non-IID Data using Linear Graphical Models
Chi Zhang · Karthika Mohan · Judea Pearl
Poster
Thu 9:00
Multitasking Models are Robust to Structural Failure: A Neural Model for Bilingual Cognitive Reserve
Giannis Daras · Negin Raoof · Zoi Gkalitsiou · Alex Dimakis
Workshop
Blind Drifting: Diffusion models with a linear SDE drift term for blind image restoration tasks
Simon Welker · Henry Chapman · Timo Gerkmann
Workshop
Bayesian Sequential Experimental Design for a Partially Linear Model with a Gaussian Process Prior
Shunsuke Horii
Poster
Wed 9:00
Best of Both Worlds Model Selection
Aldo Pacchiano · Christoph Dann · Claudio Gentile
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