David Brandfonbrener
Publication record assembled from the DBLP archive of ranked conferences.
Papers indexed
11
Venues
4
Active years
2020–2025
Best venue rank
A*
Where they publish
Papers
11 indexed papers, newest first.
| Year | Venue | Title | Authors |
|---|---|---|---|
| 2025 | ICLR | SOAP: Improving and Stabilizing Shampoo using Adam for Language Modeling. | Nikhil Vyas, Depen Morwani, Rosie Zhao, Itai Shapira, David Brandfonbrener, Lucas Janson, Sham M. Kakade |
| 2025 | ICLR | Mixture of Parrots: Experts improve memorization more than reasoning. | Samy Jelassi, Clara Mohri, David Brandfonbrener, Alex Gu, Nikhil Vyas, Nikhil Anand, David Alvarez-Melis, Yuanzhi Li, Sham M. Kakade, Eran Malach |
| 2025 | ICLR | Deconstructing What Makes a Good Optimizer for Autoregressive Language Models. | Rosie Zhao, Depen Morwani, David Brandfonbrener, Nikhil Vyas, Sham M. Kakade |
| 2025 | ICML | The Role of Sparsity for Length Generalization in LLMs. | Noah Golowich, Samy Jelassi, David Brandfonbrener, Sham M. Kakade, Eran Malach |
| 2025 | ICML | Universal Length Generalization with Turing Programs. | Kaiying Hou, David Brandfonbrener, Sham M. Kakade, Samy Jelassi, Eran Malach |
| 2024 | ICML | Q-Probe: A Lightweight Approach to Reward Maximization for Language Models. | Kenneth Li, Samy Jelassi, Hugh Zhang, Sham M. Kakade, Martin Wattenberg, David Brandfonbrener |
| 2024 | ICML | Repeat After Me: Transformers are Better than State Space Models at Copying. | Samy Jelassi, David Brandfonbrener, Sham M. Kakade, Eran Malach |
| 2023 | ICRA | Visual Backtracking Teleoperation: A Data Collection Protocol for Offline Image-Based Reinforcement Learning. | David Brandfonbrener, Stephen Tu, Avi Singh, Stefan Welker, Chad Boodoo, Nikolai Matni, Jake Varley |
| 2021 | ICML | Offline Contextual Bandits with Overparameterized Models. | David Brandfonbrener, William F. Whitney, Rajesh Ranganath, Joan Bruna |
| 2020 | AISTATS | Frequentist Regret Bounds for Randomized Least-Squares Value Iteration. | Andrea Zanette, David Brandfonbrener, Emma Brunskill, Matteo Pirotta, Alessandro Lazaric |
| 2020 | ICLR | Geometric Insights into the Convergence of Nonlinear TD Learning. | David Brandfonbrener, Joan Bruna |