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Home/Authors/Danica J. Sutherland

Danica J. Sutherland

1

Affiliations

Affiliations

University of British Columbia

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 14, 2026, 11:22 PM AMS

13

papers

400

total citations

papers (13)

Self-Supervised Learning with Kernel Dependence Maximization

NEURIPS 2021arXiv

Learning Dynamics of LLM Finetuning

Uniform Convergence of Interpolators: Gaussian Width, Norm Bounds and Benign Overfitting

NEURIPS 2021arXiv

Object Discovery via Contrastive Learning for Weakly Supervised Object Detection

On Uniform Convergence and Low-Norm Interpolation Learning

NEURIPS 2020arXiv

Making Look-Ahead Active Learning Strategies Feasible with Neural Tangent Kernels

NEURIPS 2022arXiv

Meta Two-Sample Testing: Learning Kernels for Testing with Limited Data

NEURIPS 2021arXiv

Improving Compositional Generalization using Iterated Learning and Simplicial Embeddings

NEURIPS 2023arXiv

A Non-Asymptotic Moreau Envelope Theory for High-Dimensional Generalized Linear Models

NEURIPS 2022arXiv

Evaluating Graph Generative Models with Contrastively Learned Features

NEURIPS 2022arXiv

DUAL: Learning Diverse Kernels for Aggregated Two-sample and Independence Testing

NEURIPS 2025arXiv

Exploring Active Learning in Meta-Learning: Enhancing Context Set Labeling

Diffusion-Driven Two-Stage Active Learning for Low-Budget Semantic Segmentation

NEURIPS 2025arXiv