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Home/Authors/Edgar Dobriban

Edgar Dobriban

1

Affiliations

Affiliations

University of Pennsylvania

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 16, 2026, 4:10 AM AMS

12

papers

195

total citations

papers (12)

A Group-Theoretic Framework for Data Augmentation

NEURIPS 2020arXiv

A Theory of Non-Linear Feature Learning with One Gradient Step in Two-Layer Neural Networks

Implicit Regularization and Convergence for Weight Normalization

NEURIPS 2020arXiv

T-Cal: An Optimal Test for the Calibration of Predictive Models

PAC Prediction Sets for Meta-Learning

NEURIPS 2022arXiv

Fair Bayes-Optimal Classifiers Under Predictive Parity

NEURIPS 2022arXiv

PAC Prediction Sets Under Label Shift

Foundations of Top-$k$ Decoding for Language Models

NEURIPS 2025arXiv

Synthetic-powered predictive inference

NEURIPS 2025arXiv

Conformal Information Pursuit for Interactively Guiding Large Language Models

NEURIPS 2025arXiv

Collaborative Learning of Discrete Distributions under Heterogeneity and Communication Constraints

NEURIPS 2022arXiv

Optimal Iterative Sketching Methods with the Subsampled Randomized Hadamard Transform