Samuel Pfrommer

Publication Activity (10 Years)

Years Active: 2020-2024
Publications (10 Years): 20

Top Topics

Algebraic Structure

Imitation Learning

Predictive Control

Top Venues

Publications

Samuel Pfrommer, Yatong Bai, Tanmay Gautam, Somayeh Sojoudi
Ranking Manipulation for Conversational Search Engines. CoRR (2024)
Samuel Pfrommer, Brendon G. Anderson, Somayeh Sojoudi
Transport of Algebraic Structure to Latent Embeddings. CoRR (2024)
Samuel Pfrommer, Brendon G. Anderson, Julien Piet, Somayeh Sojoudi
Asymmetric Certified Robustness via Feature-Convex Neural Networks. CoRR (2023)
Samuel Pfrommer, Brendon G. Anderson, Somayeh Sojoudi
Projected Randomized Smoothing for Certified Adversarial Robustness. CoRR (2023)
Samuel Pfrommer, Brendon G. Anderson, Julien Piet, Somayeh Sojoudi
Asymmetric Certified Robustness via Feature-Convex Neural Networks. NeurIPS (2023)
Tanmay Gautam, Samuel Pfrommer, Somayeh Sojoudi
Meta-Learning Parameterized First-Order Optimizers using Differentiable Convex Optimization. CoRR (2023)
Brendon G. Anderson, Samuel Pfrommer, Somayeh Sojoudi
Tight Certified Robustness via Min-Max Representations of ReLU Neural Networks. CoRR (2023)
Tanmay Gautam, Samuel Pfrommer, Somayeh Sojoudi
Meta-Learning Parameterized First-Order Optimizers Using Differentiable Convex Optimization. CDC (2023)
Samuel Pfrommer, Brendon G. Anderson, Somayeh Sojoudi
Projected Randomized Smoothing for Certified Adversarial Robustness. Trans. Mach. Learn. Res. 2023 (2023)
Samuel Pfrommer, Yatong Bai, Hyunin Lee, Somayeh Sojoudi
Initial State Interventions for Deconfounded Imitation Learning. CDC (2023)
Samuel Pfrommer, Yatong Bai, Hyunin Lee, Somayeh Sojoudi
Initial State Interventions for Deconfounded Imitation Learning. CoRR (2023)
Brendon G. Anderson, Samuel Pfrommer, Somayeh Sojoudi
Tight Certified Robustness via Min-Max Representations of ReLU Neural Networks. CDC (2023)
Samuel Pfrommer, Somayeh Sojoudi
LQR Control with Sparse Adversarial Disturbances. CoRR (2022)
Samuel Pfrommer, Tanmay Gautam, Alec Zhou, Somayeh Sojoudi
Safe Reinforcement Learning with Chance-constrained Model Predictive Control. L4DC (2022)
Samuel Pfrommer, Somayeh Sojoudi
LQR Control with Sparse Adversarial Disturbances. CDC (2022)
Samuel Pfrommer, Alejandro Ribeiro, Fernando Gama
Discriminability of Single-Layer Graph Neural Networks. ICASSP (2021)
Samuel Pfrommer, Tanmay Gautam, Alec Zhou, Somayeh Sojoudi
Safe Reinforcement Learning with Chance-constrained Model Predictive Control. CoRR (2021)
Samuel Pfrommer, Mathew Halm, Michael Posa
ContactNets: Learning of Discontinuous Contact Dynamics with Smooth, Implicit Representations. CoRR (2020)
Samuel Pfrommer, Mathew Halm, Michael Posa
ContactNets: Learning Discontinuous Contact Dynamics with Smooth, Implicit Representations. CoRL (2020)
Samuel Pfrommer, Fernando Gama, Alejandro Ribeiro
Discriminability of Single-Layer Graph Neural Networks. CoRR (2020)