conftrace_

coin betting

8 papers

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online learning (3) stein variational gradient descent (2) regret bound (2) learning rate (2) online linear optimization (2) expert advice (2) convex optimization (2) stochastic optimization (2) free energy functional (1) changing environment (1)

Papers

Tuning-Free Maximum Likelihood Training of Latent Variable Models via Coin Betting AISTATS 2024 Coin Sampling: Gradient-Based Bayesian Inference without Learning Rates ICML 2023 Tighter PAC-Bayes Bounds Through Coin-Betting COLT 2023 Parameter-Free Online Linear Optimization with Side Information via Universal Coin Betting AISTATS 2022 Improved Strongly Adaptive Online Learning using Coin Betting AISTATS 2017 Training Deep Networks without Learning Rates Through Coin Betting NeurIPS 2017 Coin Betting and Parameter-Free Online Learning NeurIPS 2016 Parameter-Free Convex Learning through Coin Betting AutoML 2016