Bowman, Benjamin

8 publications

AAAI 2025 Exploring the Efficacy of Multi-Agent Reinforcement Learning for Autonomous Cyber Defence: A CAGE Challenge 4 Perspective Mitchell Kiely, Metin Ahiskali, Etienne Borde, Benjamin Bowman, David Bowman, Dirk Van Bruggen, Kc Cowan, Prithviraj Dasgupta, Erich Devendorf, Ben Edwards, Alex Fitts, Sunny Fugate, Ryan Gabrys, Wayne Gould, H. Howie Huang, Jules Jacobs, Ryan Kerr, Isaiah J. King, Li Li, Luis Martinez, Christopher Moir, Craig Murphy, Olivia Naish, Claire Owens, Miranda Purchase, Ahmad Ridley, Adrian Taylor, Sara Farmer, William John Valentine, Yiyi Zhang

NeurIPS 2024 B'MOJO: Hybrid State Space Realizations of Foundation Models with Eidetic and Fading Memory Luca Zancato, Arjun Seshadri, Yonatan Dukler, Aditya Golatkar, Yantao Shen, Benjamin Bowman, Matthew Trager, Alessandro Achille, Stefano Soatto

CVPR 2023 A-La-Carte Prompt Tuning (APT): Combining Distinct Data via Composable Prompting Benjamin Bowman, Alessandro Achille, Luca Zancato, Matthew Trager, Pramuditha Perera, Giovanni Paolini, Stefano Soatto

ICLR 2023 Characterizing the Spectrum of the NTK via a Power Series Expansion Michael Murray, Hui Jin, Benjamin Bowman, Guido Montufar

ICCV 2023 SAFE: Machine Unlearning with Shard Graphs Yonatan Dukler, Benjamin Bowman, Alessandro Achille, Aditya Golatkar, Ashwin Swaminathan, Stefano Soatto

NeurIPS 2023 Your Representations Are in the Network: Composable and Parallel Adaptation for Large Scale Models Yonatan Dukler, Alessandro Achille, Hao Yang, Varsha Vivek, Luca Zancato, Benjamin Bowman, Avinash Ravichandran, Charless C. Fowlkes, Ashwin Swaminathan, Stefano Soatto

ICLR 2022 Implicit Bias of MSE Gradient Optimization in Underparameterized Neural Networks Benjamin Bowman, Guido Montufar

NeurIPS 2022 Spectral Bias Outside the Training Set for Deep Networks in the Kernel Regime Benjamin Bowman, Guido F. Montufar