Brian Axelrod
5 papers · 2017–2025 · 3 conferences · across top CS/AI conferences
Achievements
Jump to papers ↓+2 more ↓ Show less ↑
🌍 Conference Polyglot (3) 🏃 Academic Marathon (8) 🌉 Interdisciplinary Bridge 🗺️ Taxonomy Completionist (12) 🧭 Keyword Pioneer
🐣
Hot Topic Early Bird
🐝
Cross-Pollinator
(14)
Conferences
ICML (3)
NIPS (1)
RSS (1)
Top co-authors
Keywords
causal inference
(1)
motion planning
(1)
robot navigation
(1)
convex optimization
(1)
game theory
(1)
maximum likelihood
(1)
exponential family
(1)
linear regression
(1)
distribution learning
(1)
discrete distribution
(1)
gaussian distribution
(1)
gradient approximation
(1)
first-order method
(1)
strategic classification
(1)
safety verification
(1)
polynomial time algorithm
(1)
log-concave distribution
(1)
multivariate distribution
(1)
decision rule
(1)
unknown distribution
(1)
Papers
LieRE: Lie Rotational Positional Encodings
ICML 2025
Sample Amplification: Increasing Dataset Size even when Learning is Impossible
ICML 2020
Causal Strategic Linear Regression
ICML 2020
A Polynomial Time Algorithm for Log-Concave Maximum Likelihood via Locally Exponential Families
NIPS 2019
Provably Safe Robot Navigation with Obstacle Uncertainty
RSS 2017