Minimax Rates for Conditional Density Estimation via Empirical Entropy

21 September 2021

Papers citing "Minimax Rates for Conditional Density Estimation via Empirical Entropy"

16 / 16 papers shown

Title
Sequential Probability Assignment with Contexts: Minimax Regret, Contextual Shtarkov Sums, and Contextual Normalized Maximum Likelihood Ziyi Liu Idan Attias Daniel M. Roy 23 1 0 04 Oct 2024
A Likelihood Based Approach to Distribution Regression Using Conditional Deep Generative Models Shivam Kumar Yun Yang Lizhen Lin 23 0 0 02 Oct 2024
Almost Free: Self-concordance in Natural Exponential Families and an Application to Bandits Shuai Liu Alex Ayoub Flore Sentenac Xiaoqi Tan Csaba Szepesvári 26 1 0 01 Oct 2024
Conditional Diffusion Models are Minimax-Optimal and Manifold-Adaptive for Conditional Distribution Estimation Rong Tang Lizhen Lin Yun Yang DiffM 28 1 0 30 Sep 2024
Adjusting Regression Models for Conditional Uncertainty Calibration Ruijiang Gao Mingzhang Yin James McInerney Nathan Kallus 26 0 0 26 Sep 2024
Learning Decision Policies with Instrumental Variables through Double Machine Learning Daqian Shao Ashkan Soleymani Francesco Quinzan Marta Z. Kwiatkowska 36 1 0 14 May 2024
Online Distribution Learning with Local Private Constraints Jin Sima Changlong Wu O. Milenkovic Wojtek Szpankowski 22 0 0 01 Feb 2024
High-Probability Risk Bounds via Sequential Predictors Dirk van der Hoeven Nikita Zhivotovskiy Nicolò Cesa-Bianchi OffRL 34 2 0 15 Aug 2023
Distribution-Free Model-Agnostic Regression Calibration via Nonparametric Methods Shang Liu Zhongze Cai Xiaocheng Li 13 4 0 20 May 2023
Smoothed Analysis of Sequential Probability Assignment Alankrita Bhatt Nika Haghtalab Abhishek Shetty 30 9 0 08 Mar 2023
Exploring Local Norms in Exp-concave Statistical Learning Nikita Puchkin Nikita Zhivotovskiy 68 2 0 21 Feb 2023
Revisiting Le Cam's Equation: Exact Minimax Rates over Convex Density Classes Shamindra Shrotriya Matey Neykov 16 2 0 20 Oct 2022
Anytime Valid Tests of Conditional Independence Under Model-X Peter Grünwald A. Henzi Tyron Lardy 35 17 0 26 Sep 2022
Expected Worst Case Regret via Stochastic Sequential Covering Changlong Wu Mohsen Heidari A. Grama Wojtek Szpankowski 33 12 0 09 Sep 2022
Precise Regret Bounds for Log-loss via a Truncated Bayesian Algorithm Changlong Wu Mohsen Heidari A. Grama Wojtek Szpankowski 14 8 0 07 May 2022
Cumulant-free closed-form formulas for some common (dis)similarities between densities of an exponential family Frank Nielsen Richard Nock 11 3 0 05 Mar 2020