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ProCreations

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Reproduction Refined Analysis of Entropy-Regularized Actor-Critic

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Reproduction — Approximate Reward Models for Inference-Time Scaling

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Reproduction Floating-Point Networks with AD

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Reproduction - Near-Optimal Convergence under Generalized Smoothness

Reproduction — Language Generation with Replay

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Reproduction — Expressive Power of Permutation-Equivariant Weight-Space Networks

Reproduction - Convergence of Two-Timescale Markovian Stochastic Approximations with Applications in Reinforcement Learning

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Reproduction Parameter-Free Dynamic Regret

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Reproduction — Near-Optimal Regret for KL-Regularized Multi-Armed Bandits

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Reproduction Token Sample Complexity of Attention

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Reproduction — Context-free Recognition with Transformers

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Reproduction Black-Box Assisted Regression

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Reproduction Shared Linear Representation TPGD

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Reproduction — Prior Diffusiveness and Regret in the Linear-Gaussian Bandit

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Reproduction Deep Jacobian Spectra

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Reproduction Efficient Privacy Loss Accounting

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Reproduction - Fine-Grained Uniform Convergence for Halfspaces

Reproduction - The Implicit Bias of Steepest Descent with Mini-batch Stochastic Gradient

Reproduction — A Stronger Benchmark for Online Bilateral Trade

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Reproduction - Improved Dimension Dependence for Bandit Convex Optimization with Gradient Variations

Reproduction — Any-dimensional invariant universality

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Reproduction — Interpolation and Aggregation in Regression

Reproduction — Model Monotonicity in Autobidding Auctions

Reproduction — Bridging the Gap Between Average and Discounted TD Learning

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