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Dravyansh Sharma

Topic trends: 32,543 papers · similarity ≥ 0.4 · year ≥ 2024 · Data sourced from Semantic Scholar

34,598 papers | Abstracts: 31,650 (91.5%) | Citations: 34,598 (100.0%) | arXiv: 26,074 (75.4%)

Built: Feb 15, 2026, 7:26 AM AMS

8

papers

83

total citations

papers (8)

Data driven semi-supervised learning

NEURIPS 2021arXiv

Provably tuning the ElasticNet across instances

NEURIPS 2022arXiv

Learning-to-learn non-convex piecewise-Lipschitz functions

NEURIPS 2021arXiv

Sample complexity of data-driven tuning of model hyperparameters in neural networks with structured parameter-dependent dual function

NEURIPS 2025arXiv

Offline-to-Online Hyperparameter Transfer for Stochastic Bandits

Reliable learning in challenging environments

NEURIPS 2023arXiv

PAC Learning with Improvements

New Bounds for Hyperparameter Tuning of Regression Problems Across Instances