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Home/Authors/Andrej Risteski

Andrej Risteski

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, 1:13 AM AMS

13

papers

184

total citations

papers (13)

Iterative Feature Matching: Toward Provable Domain Generalization with Logarithmic Environments

NEURIPS 2022arXiv

Transformers are uninterpretable with myopic methods: a case study with bounded Dyck grammars

NEURIPS 2023arXiv

Parametric Complexity Bounds for Approximating PDEs with Neural Networks

NEURIPS 2021arXiv

Deep Equilibrium Based Neural Operators for Steady-State PDEs

NEURIPS 2023arXiv

Understanding Augmentation-based Self-Supervised Representation Learning via RKHS Approximation and Regression

Outliers with Opposing Signals Have an Outsized Effect on Neural Network Optimization

Provable benefits of annealing for estimating normalizing constants: Importance Sampling, Noise-Contrastive Estimation, and beyond

NEURIPS 2023arXiv

Provable benefits of score matching

NEURIPS 2023arXiv

Continual learning: a feature extraction formalization, an efficient algorithm, and fundamental obstructions

NEURIPS 2022arXiv

Promises and Pitfalls of Generative Masked Language Modeling: Theoretical Framework and Practical Guidelines

On the Query Complexity of Verifier-Assisted Language Generation

Masked Prediction: A Parameter Identifiability View

Universal Approximation Using Well-Conditioned Normalizing Flows