Srishti Saha

Srishti280992

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upvoted an article 2 days ago

What We Learned by Reproducing 2,200 papers from ICML

new activity 13 days ago

ICML-2026-agent-repro/challenge:Old logbooks suddenly changed to 'queued' after the deadline ended - were not uploaded/changed from my end!

updated a Space 13 days ago

Srishti280992/repro-deep-networks-learn-to-parse-uniform-depth-context-free-languages-from-local-statistics

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Reproduction: Deep Networks Learn to Parse Uniform-Depth Context-Free Languages from Local Statistics

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Reproduction: Optimal Fair Aggregation of Crowdsourced Noisy Labels using Demographic Parity Constraints

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Reproduction: COPF: An Online Framework for Deployment-Stable Counterfactual Fairness in Evolving Graphs

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Reproduction: CoFrGeNet: Continued Fraction Architectures for Language Generation

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Reproduction: PLaID++: A Preference Aligned Language Model for Targeted Inorganic Materials Design

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Reproduction: MedMosaic: A Challenging Large Scale Benchmark of Diverse Medical Audio

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Reproduction: VCG-Bench: Towards A Unified Visual-Centric Benchmark for Structured Generation and Editing

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Reproduction: TestExplora: Benchmarking LLMs for Proactive Bug Discovery via Repository-Level Test Generation

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Reproduction: Improved Scaling Laws via Weak-to-Strong Generalization in Random Features Ridge Regression

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Reproduction: Feature Resemblance: Towards a Theoretical Understanding of Analogical Reasoning in Transformers

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Reproduction: Frictional Q-Learning

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Reproduction: MORE: A Multilingual Document Parsing Benchmark and Evaluation

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Reproduction: Convex Basins in Single-Index Model Loss Landscapes: Applications to Robust Recovery under Strong Adversarial Corruption

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Reproduction: Semi-Supervised Gaze Estimation via Disentangled Subspace Contrastive Learning

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Reproduction: Stem: Rethinking Causal Information Flow in Sparse Attention

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Reproduction: Cognitive Fatigue in Autoregressive Transformers: Formalization and Measurement

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Reproduction: Exact Unlearning in Reinforcement Learning

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Reproduction: Federated Causal Inference on Multi-Site Observational Data via Propensity Score Aggregation

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Reproduction: Rethinking Code Complexity Through the Lens of Large Language Models

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Reproduction: How Many Different Outputs Can a Transformer Generate?

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Reproduction: Efficient Bayesian Inference from Noisy Pairwise Comparisons

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Reproduction: On the Expressive Power of Permutation-Equivariant Weight-Space Networks

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Reproduction: The Geometry of Projection Heads: Conditioning, Invariance, and Collapse

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Reproduction: Robust Stochastic Gradient Posterior Sampling with Lattice Based Discretisation

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