Benjamin Bowman
8 papers · 2022–2025 · 5 conferences · across top CS/AI conferences
Achievements
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๐ Interdisciplinary Bridge ๐ Cross-Pollinator (14) ๐ Renaissance Researcher (6) ๐ Conference Polyglot (5) ๐บ๏ธ Taxonomy Completionist (20)
๐งญ
Keyword Pioneer
๐ฅ
Mega-Team
(30)
Conferences
NIPS (3)
ICLR (2)
AAAI (1)
CVPR (1)
ICCV (1)
Top co-authors
Keywords
transfer learning
(2)
model adaptation
(2)
learning theory
(1)
multi-agent reinforcement learning
(1)
neural tangent kernel
(1)
continual learning
(1)
vision transformer
(1)
deep learning theory
(1)
machine unlearning
(1)
function space
(1)
network security
(1)
parameter efficient
(1)
transductive inference
(1)
fisher information matrix
(1)
generalization bound
(1)
state space model
(1)
language model
(1)
foundation model
(1)
spectral bia
(1)
adversarial agent
(1)
Papers
Exploring the Efficacy of Multi-Agent Reinforcement Learning for Autonomous Cyber Defence: A CAGE Challenge 4 Perspective
AAAI 2025
B'MOJO: Hybrid State Space Realizations of Foundation Models with Eidetic and Fading Memory
NIPS 2024
A-La-Carte Prompt Tuning (APT): Combining Distinct Data via Composable Prompting
CVPR 2023
SAFE: Machine Unlearning With Shard Graphs
ICCV 2023
Characterizing the spectrum of the NTK via a power series expansion
ICLR 2023
Your representations are in the network: composable and parallel adaptation for large scale models
NIPS 2023
Implicit Bias of MSE Gradient Optimization in Underparameterized Neural Networks
ICLR 2022
Spectral Bias Outside the Training Set for Deep Networks in the Kernel Regime
NIPS 2022