Minimax Optimal Quantile and Semi-Adversarial Regret via Root-Logarithmic Regularizers

von Negrea, Jeffrey
Veröffentlicht in NeurIPS (35. : 2021 : Online) 35th Conference on Neural Information Processing Systems (NeurIPS 2021) ; Volume 31 of 36 (2022)

SHARPENED GENERALIZATION BOUNDS BASED ON CONDITIONAL MUTUAL INFORMATION AND AN APPLICATION TO NOISY, ITERATIVE ALGORITHMS

von Haghifam, Mahdi
Veröffentlicht in NeurIPS (34. : 2020 : Online) 34th Conference on Neural Information Processing Systems (NeurIPS 2020) ; Volume 12 of 27 (2021)

INFORMATION-THEORETIC GENERALIZATION BOUNDS FOR SGLD VIA DATA-DEPENDENT ESTIMATES

von Negrea, Jeffrey
Veröffentlicht in NeurIPS (33. : 2019 : Vancouver, British Columbia) 32nd Conference on Neural Information Processing Systems (NeurIPS 2019) ; Volume 14 of 20 (2020)