Samuel Pfrommer
5 papers · 2020–2024 · 5 venues · across top CS/AI venues
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Achievements
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🌍
Conference Polyglot · Silver
🌉
Interdisciplinary Bridge · Silver
🗺️
Taxonomy Completionist
(13)
🐣
Hot Topic Early Bird
🌈
Renaissance Researcher
(6)
Venues
Top co-authors
Research topics
Artificial Intelligence
(4)
Core AI
(4)
Machine Learning
(3)
Deep Learning
(2)
Architectures
(2)
Core Methods
(2)
Computer Science
(1)
Computer Vision
(1)
Natural Language Processing
(1)
Reinforcement Learning
(1)
Robotics
(1)
Analysis
(1)
Applications · Reinforcement Learning
(1)
Applications · Natural Language Processing
(1)
Applications · Computer Science
(1)
Keywords
certified robustness
(1)
adversarial robustness
(1)
policy gradient
(1)
information retrieval
(1)
conversational search
(1)
implicit representation
(1)
model predictive control
(1)
robot learning
(1)
safe reinforcement learning
(1)
implicit neural representation
(1)
adversarial attack
(1)
safety constraint
(1)
chance constraint
(1)
prompt injection
(1)
latent embedding
(1)
contact dynamics
(1)
input convex neural network
(1)
complementarity constraint
(1)
large language model
(1)
signed distance
(1)
Papers
Ranking Manipulation for Conversational Search Engines
EMNLP 2024
Transport of Algebraic Structure to Latent Embeddings
ICML 2024
Asymmetric Certified Robustness via Feature-Convex Neural Networks
NeurIPS 2023
Safe Reinforcement Learning with Chance-constrained Model Predictive Control
L4DC 2022
ContactNets: Learning Discontinuous Contact Dynamics with Smooth, Implicit Representations
CoRL 2020