Jeremy M. Cohen
- Certified Adversarial Robustness via Randomized Smoothing
2019/02/08 by Jeremy M. Cohen, Elan Rosenfeld, Cohen, Jeremy M +3 · 158 citations
Computer Science · #Adversarial Robustness in Machine Learning #Anomaly Detection Techniques and Applications #Domain Adaptation and Few-Shot Learning
- Gradient Descent on Neural Networks Typically Occurs at the Edge of\n Stability
2021/02/26 by Jeremy M. Cohen, Simran Kaur, Cohen, Jeremy M. +7 · 44 citations
Computer Science · Physics and Astronomy · #Stochastic Gradient Optimization Techniques #Neural Networks and Applications #Model Reduction and Neural Networks
- Adaptive Gradient Methods at the Edge of Stability
2022/07/29 by Jeremy M. Cohen, Cohen, Jeremy M., Behrooz Ghorbani +19 · 4 citations
Computer Science · Engineering · Physics and Astronomy · #FOS: Computer and information sciences #Machine Learning (cs.LG) #Model Reduction and Neural Networks #Sparse and Compressive Sensing Techniques #Stochastic Gradient Optimization Techniques
- Understanding Optimization in Deep Learning with Central Flows
2024/10/31 by Jeremy M. Cohen, Alex Damian, Cohen, Jeremy M. +7 · 7 citations
Decision Sciences · #Simulation Techniques and Applications
- Assessing the applicability of binary land-cover variables to species distribution models across multiple grains
2024/03/04 by Lukáš Gábor, Jeremy M. Cohen, Vítězslav Moudrý +1 · 1 voice · 2 citations
Environmental Science · #Ecology and Vegetation Dynamics Studies #Species Distribution and Climate Change #Wildlife Ecology and Conservation
- Spatial and seasonal variation in thermal sensitivity within North American bird species
2023/11/07 by Jeremy M. Cohen, Daniel Fink, Benjamin Zuckerberg · 1 voice · 2 citations
Agricultural and Biological Sciences · Environmental Science · #Animal Behavior and Reproduction #Bat Biology and Ecology Studies #Species Distribution and Climate Change