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The Sample Complexity of Lossless Data Compression
Arxiv
0+阅读 · 2月19日
On the Sample Complexity of Learning for Blind Inverse Problems
On the Sample Complexity of Learning for Blind Inverse Problems
Arxiv
0+阅读 · 2月19日
LexiSafe: Offline Safe Reinforcement Learning with Lexicographic Safety-Reward Hierarchy
Arxiv
0+阅读 · 2月19日
Fixed Budget is No Harder Than Fixed Confidence in Best-Arm Identification up to Logarithmic Factors
Arxiv
0+阅读 · 2月18日
Efficient Adaptive Data Analysis over Dense Distributions
Arxiv
0+阅读 · 2月7日
The Sample Complexity of Uniform Approximation for Multi-Dimensional CDFs and Fixed-Price Mechanisms
Arxiv
0+阅读 · 2月11日
On sample complexity for covariance estimation via the unadjusted Langevin algorithm
Arxiv
0+阅读 · 2月13日
Decentralized Non-convex Stochastic Optimization with Heterogeneous Variance
Arxiv
0+阅读 · 2月12日
Discrete State Diffusion Models: A Sample Complexity Perspective
Arxiv
0+阅读 · 2月14日
Sample Complexity of Causal Identification with Temporal Heterogeneity
Arxiv
0+阅读 · 2月6日
Sample Complexity of Composite Quantum Hypothesis Testing
Arxiv
0+阅读 · 2月5日
Instance-optimal high-precision shadow tomography with few-copy measurements: A metrological approach
Arxiv
0+阅读 · 2月4日
Wedge Sampling: Efficient Tensor Completion with Nearly-Linear Sample Complexity
Arxiv
0+阅读 · 2月5日
Supervised Learning as Lossy Compression: Characterizing Generalization and Sample Complexity via Finite Blocklength Analysis
Arxiv
0+阅读 · 2月4日
Fixed Budget is No Harder Than Fixed Confidence in Best-Arm Identification up to Logarithmic Factors
Arxiv
0+阅读 · 2月3日
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