Srishti280992 (Srishti Saha)

Reproduction: MEC: Machine-Learning-Assisted Generalized Entropy Calibration for Semi-Supervised Mean Estimation

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Reproduction: Maximin Relative Improvement: Fair Learning as a Bargaining Problem

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Reproduction: Semi-knockoffs: a model-agnostic conditional independence testing method with finite-sample guarantees

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Reproduction: Autoregressive Language Models are Secretly Energy-Based Models: Insights into the Lookahead Capabilities of Next-Token Prediction

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Reproduction: Demystifying LLM-as-a-Judge: Analytically Tractable Model for Inference-Time Scaling

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Reproduction: Towards Understanding Adam Convergence on Highly Degenerate Polynomials

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Reproduction: Softmax as Linear Attention in the Large-Prompt Regime: a Measure-based Perspective

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Reproduction: Improved Convergence Analysis of Topology Dependence in Decentralized SGD

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Reproduction: Bridging the Gap Between Average and Discounted TD Learning

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Reproduction: A Sketch-and-Project Analysis of Subsampled Natural Gradient Algorithms

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Reproduction: Expressivity-Efficiency Tradeoffs for Hybrid Sequence Models

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Reproduction: Set-Preserving Calibration from Conformal P-Values to E-Values

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Repro - Strat-Reasoner: Reinforcing Strategic Reasoning of LLMs in Multi-Agent Games

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Reproduction: Mirror Descent Under Generalized Smoothness

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Reproduction: Box Thirding: Anytime Best Arm Identification under Insufficient Sampling

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Reproduction: No Free Lunch: Non-Asymptotic Analysis of Prediction-Powered Inference

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Reproduction: CAffNet: Hard Constraint-Affine Neural Networks

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Reproduction: Understanding Generalization and Forgetting in In-Context Continual Learning

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Reproduction: The Cost of Learning Under Multiple Change Points

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Reproduction: Probabilistic Modeling of Latent Agentic Substructures in Deep Neural Networks

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Reproduction: Dimension-Independent Convergence of Underdamped Langevin Monte Carlo in KL Divergence

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Reproduction: AI4SLT: Empirical Processes in Lean 4 for Formal Statistical Learning Theory

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Reproduction: Ski Rental with Distributional Predictions of Unknown Quality

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Reproduction: Non-Uniform Noise-to-Signal Ratio in the REINFORCE Policy-Gradient Estimator

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Srishti Saha

AI & ML interests

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Srishti280992 's Spaces 272

Reproduction: MEC: Machine-Learning-Assisted Generalized Entropy Calibration for Semi-Supervised Mean Estimation

Reproduction: Maximin Relative Improvement: Fair Learning as a Bargaining Problem

Reproduction: Semi-knockoffs: a model-agnostic conditional independence testing method with finite-sample guarantees

Reproduction: Autoregressive Language Models are Secretly Energy-Based Models: Insights into the Lookahead Capabilities of Next-Token Prediction

Reproduction: Demystifying LLM-as-a-Judge: Analytically Tractable Model for Inference-Time Scaling

Reproduction: Towards Understanding Adam Convergence on Highly Degenerate Polynomials

Reproduction: Softmax as Linear Attention in the Large-Prompt Regime: a Measure-based Perspective

Reproduction: Improved Convergence Analysis of Topology Dependence in Decentralized SGD

Reproduction: Bridging the Gap Between Average and Discounted TD Learning

Reproduction: A Sketch-and-Project Analysis of Subsampled Natural Gradient Algorithms

Reproduction: Expressivity-Efficiency Tradeoffs for Hybrid Sequence Models

Reproduction: Set-Preserving Calibration from Conformal P-Values to E-Values

Repro - Strat-Reasoner: Reinforcing Strategic Reasoning of LLMs in Multi-Agent Games

Reproduction: Mirror Descent Under Generalized Smoothness

Reproduction: Box Thirding: Anytime Best Arm Identification under Insufficient Sampling

Reproduction: No Free Lunch: Non-Asymptotic Analysis of Prediction-Powered Inference

Reproduction: CAffNet: Hard Constraint-Affine Neural Networks

Reproduction: Understanding Generalization and Forgetting in In-Context Continual Learning

Reproduction: The Cost of Learning Under Multiple Change Points

Reproduction: Probabilistic Modeling of Latent Agentic Substructures in Deep Neural Networks

Reproduction: Dimension-Independent Convergence of Underdamped Langevin Monte Carlo in KL Divergence

Reproduction: AI4SLT: Empirical Processes in Lean 4 for Formal Statistical Learning Theory

Reproduction: Ski Rental with Distributional Predictions of Unknown Quality

Reproduction: Non-Uniform Noise-to-Signal Ratio in the REINFORCE Policy-Gradient Estimator

Srishti Saha

AI & ML interests

Organizations

Srishti280992 's Spaces 272 Sort: Recently updated

Reproduction: MEC: Machine-Learning-Assisted Generalized Entropy Calibration for Semi-Supervised Mean Estimation

Reproduction: Maximin Relative Improvement: Fair Learning as a Bargaining Problem

Reproduction: Semi-knockoffs: a model-agnostic conditional independence testing method with finite-sample guarantees

Reproduction: Autoregressive Language Models are Secretly Energy-Based Models: Insights into the Lookahead Capabilities of Next-Token Prediction

Reproduction: Demystifying LLM-as-a-Judge: Analytically Tractable Model for Inference-Time Scaling

Reproduction: Towards Understanding Adam Convergence on Highly Degenerate Polynomials

Reproduction: Softmax as Linear Attention in the Large-Prompt Regime: a Measure-based Perspective

Reproduction: Improved Convergence Analysis of Topology Dependence in Decentralized SGD

Reproduction: Bridging the Gap Between Average and Discounted TD Learning

Reproduction: A Sketch-and-Project Analysis of Subsampled Natural Gradient Algorithms

Reproduction: Expressivity-Efficiency Tradeoffs for Hybrid Sequence Models

Reproduction: Set-Preserving Calibration from Conformal P-Values to E-Values

Repro - Strat-Reasoner: Reinforcing Strategic Reasoning of LLMs in Multi-Agent Games

Reproduction: Mirror Descent Under Generalized Smoothness

Reproduction: Box Thirding: Anytime Best Arm Identification under Insufficient Sampling

Reproduction: No Free Lunch: Non-Asymptotic Analysis of Prediction-Powered Inference

Reproduction: CAffNet: Hard Constraint-Affine Neural Networks

Reproduction: Understanding Generalization and Forgetting in In-Context Continual Learning

Reproduction: The Cost of Learning Under Multiple Change Points

Reproduction: Probabilistic Modeling of Latent Agentic Substructures in Deep Neural Networks

Reproduction: Dimension-Independent Convergence of Underdamped Langevin Monte Carlo in KL Divergence

Reproduction: AI4SLT: Empirical Processes in Lean 4 for Formal Statistical Learning Theory

Reproduction: Ski Rental with Distributional Predictions of Unknown Quality

Reproduction: Non-Uniform Noise-to-Signal Ratio in the REINFORCE Policy-Gradient Estimator

Srishti280992 's Spaces 272