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Alex Beutel — most-cited papers & profile · Large Language Models
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Alex Beutel
10
papers ·
59
citations ·
36
h-index
Google Scholar ↗
Semantic Scholar ↗
OpenAlex ↗
Most-cited papers
Measuring Recommender System Effects with Simulated Users
2021 · 22 citations
Understanding And Improving Robustness Of Vision Transformers Through Patch-based Negative Augmentation
2021 · 13 citations
Top-K Off-Policy Correction for a REINFORCE Recommender System
2018 · 10 citations
The Instruction Hierarchy: Training LLMs to Prioritize Privileged Instructions
2024 · 7 citations
Towards Content Provider Aware Recommender Systems: A Simulation Study on the Interplay between User and Provider Utilities
2021 · 2 citations
Towards Robust Prompts on Vision-Language Models
2023 · 2 citations
Controlled Decoding from Language Models
2023 · 2 citations
Diverse and Effective Red Teaming with Auto-generated Rewards and Multi-step Reinforcement Learning
2024 · 1 citations
Practical Compositional Fairness: Understanding Fairness in Multi-Component Recommender Systems
2019
Simpson's Paradox in Recommender Fairness: Reconciling differences between per-user and aggregated evaluations
2022
Topics
Ranking & CTR
Collaborative Filtering
Fairness & Ethics
RLHF & Alignment
Video Understanding
3D Vision
Vision-Language Models
Video-Language
Benchmarks
Value-Based