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Home/Authors/Willie Neiswanger

Willie Neiswanger

1

Affiliations

Affiliations

University of Southern California

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, 7:27 PM AMS

11

papers

382

total citations

papers (11)

Beyond Pinball Loss: Quantile Methods for Calibrated Uncertainty Quantification

NEURIPS 2021arXiv

LiveBench: A Challenging, Contamination-Limited LLM Benchmark

A Study on Encodings for Neural Architecture Search

NEURIPS 2020arXiv

Importance-aware Co-teaching for Offline Model-based Optimization

NEURIPS 2023arXiv

Making Scalable Meta Learning Practical

NEURIPS 2023arXiv

Generalizing Bayesian Optimization with Decision-theoretic Entropies

NEURIPS 2022arXiv

Sample Efficient Preference Alignment in LLMs via Active Exploration

Exploration via Planning for Information about the Optimal Trajectory

NEURIPS 2022arXiv

Uncertainty Quantification for Forward and Inverse Problems of PDEs via Latent Global Evolution

LLM Unlearning Without an Expert Curated Dataset

Sharpe Ratio-Guided Active Learning for Preference Optimization in RLHF