Samuel Pfrommer

25 papers A* 3Misc 2Journal 14Unranked 6

Year	Rank	Type	Title / Venue / Authors
2025	J	`jnl`	Reinforcement Learning for Flow-Matching Policies. CoRR Samuel Pfrommer, Yixiao Huang, Somayeh Sojoudi
2025	J	`jnl`	Spooky Action at a Distance: Normalization Layers Enable Side-Channel Spatial Communication. CoRR Samuel Pfrommer, George Ma, Yixiao Huang, Somayeh Sojoudi
2024	—	`conf`	Approximately Gaussian Replicator Flows: Nonconvex Optimization as a Nash-Convergent Evolutionary Game. CDC Brendon G. Anderson, Samuel Pfrommer, Somayeh Sojoudi
2024	A*	`conf`	Ranking Manipulation for Conversational Search Engines. EMNLP Samuel Pfrommer, Yatong Bai, Tanmay Gautam, Somayeh Sojoudi
2024	J	`jnl`	Ranking Manipulation for Conversational Search Engines. CoRR Samuel Pfrommer, Yatong Bai, Tanmay Gautam, Somayeh Sojoudi
2024	A*	`conf`	Transport of Algebraic Structure to Latent Embeddings. ICML Samuel Pfrommer, Brendon G. Anderson, Somayeh Sojoudi
2024	J	`jnl`	Transport of Algebraic Structure to Latent Embeddings. CoRR Samuel Pfrommer, Brendon G. Anderson, Somayeh Sojoudi
2023	A*	`conf`	Asymmetric Certified Robustness via Feature-Convex Neural Networks. NeurIPS Samuel Pfrommer, Brendon G. Anderson, Julien Piet, Somayeh Sojoudi
2023	J	`jnl`	Asymmetric Certified Robustness via Feature-Convex Neural Networks. CoRR Samuel Pfrommer, Brendon G. Anderson, Julien Piet, Somayeh Sojoudi
2023	—	`conf`	Initial State Interventions for Deconfounded Imitation Learning. CDC Samuel Pfrommer, Yatong Bai, Hyunin Lee, Somayeh Sojoudi
2023	J	`jnl`	Initial State Interventions for Deconfounded Imitation Learning. CoRR Samuel Pfrommer, Yatong Bai, Hyunin Lee, Somayeh Sojoudi
2023	—	`conf`	Meta-Learning Parameterized First-Order Optimizers Using Differentiable Convex Optimization. CDC Tanmay Gautam, Samuel Pfrommer, Somayeh Sojoudi
2023	J	`jnl`	Meta-Learning Parameterized First-Order Optimizers using Differentiable Convex Optimization. CoRR Tanmay Gautam, Samuel Pfrommer, Somayeh Sojoudi
2023	J	`jnl`	Projected Randomized Smoothing for Certified Adversarial Robustness. CoRR Samuel Pfrommer, Brendon G. Anderson, Somayeh Sojoudi
2023	J	`jnl`	Projected Randomized Smoothing for Certified Adversarial Robustness. Trans. Mach. Learn. Res. Samuel Pfrommer, Brendon G. Anderson, Somayeh Sojoudi
2023	—	`conf`	Tight Certified Robustness via Min-Max Representations of ReLU Neural Networks. CDC Brendon G. Anderson, Samuel Pfrommer, Somayeh Sojoudi
2023	J	`jnl`	Tight Certified Robustness via Min-Max Representations of ReLU Neural Networks. CoRR Brendon G. Anderson, Samuel Pfrommer, Somayeh Sojoudi
2022	—	`conf`	LQR Control with Sparse Adversarial Disturbances. CDC Samuel Pfrommer, Somayeh Sojoudi
2022	J	`jnl`	LQR Control with Sparse Adversarial Disturbances. CoRR Samuel Pfrommer, Somayeh Sojoudi
2022	—	`conf`	Safe Reinforcement Learning with Chance-constrained Model Predictive Control. L4DC Samuel Pfrommer, Tanmay Gautam, Alec Zhou, Somayeh Sojoudi
2021	Misc	`conf`	Discriminability of Single-Layer Graph Neural Networks. ICASSP Samuel Pfrommer, Alejandro Ribeiro, Fernando Gama
2021	J	`jnl`	Safe Reinforcement Learning with Chance-constrained Model Predictive Control. CoRR Samuel Pfrommer, Tanmay Gautam, Alec Zhou, Somayeh Sojoudi
2020	Misc	`conf`	ContactNets: Learning Discontinuous Contact Dynamics with Smooth, Implicit Representations. CoRL Samuel Pfrommer, Mathew Halm, Michael Posa
2020	J	`jnl`	ContactNets: Learning of Discontinuous Contact Dynamics with Smooth, Implicit Representations. CoRR Samuel Pfrommer, Mathew Halm, Michael Posa
2020	J	`jnl`	Discriminability of Single-Layer Graph Neural Networks. CoRR Samuel Pfrommer, Fernando Gama, Alejandro Ribeiro