conftrace_

coin betting

8 papers

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Co-occurring keywords

stein variational gradient descent (49) regret bound (1926) learning rate (192) online linear optimization (32) expert advice (54) convex optimization (1321) online learning (1777) stochastic optimization (1060) free energy functional (3) changing environment (4)

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 NIPS 2017
Coin Betting and Parameter-Free Online Learning NIPS 2016
Parameter-Free Convex Learning through Coin Betting AUTOML 2016