Jose A. Lozano
8 papers · 2018–2026 · 6 conferences · across top CS/AI conferences
Achievements
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π Interdisciplinary Bridge π§ Keyword Pioneer π Conference Polyglot (5) π Academic Marathon (7) π Cross-Pollinator (13)
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Taxonomy Completionist
(15)
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Hot Topic Early Bird
Conferences
ICML (2)
JMLR (2)
AAAI (1)
AISTATS (1)
NIPS (1)
PGM (1)
Top co-authors
Keywords
continual learning
(2)
task evolution
(2)
bayesian inference
(1)
graph learning
(1)
uncertainty quantification
(1)
supervised learning
(1)
incremental learning
(1)
deep learning
(1)
probability distribution
(1)
integer linear programming
(1)
confusion matrix
(1)
minimax risk
(1)
adversarial attack
(1)
graphical model
(1)
approximation algorithm
(1)
fairness metric
(1)
adversarial example
(1)
performance guarantee
(1)
algorithmic recourse
(1)
evolving task
(1)
Papers
Revisiting (Un)Fairness in Recourse by Minimizing Worst-Case Social Burden
AAAI 2026
Supervised Learning with Evolving Tasks and Performance Guarantees
JMLR 2025
Craftium: Bridging Flexibility and Efficiency for Rich 3D Single- and Multi-Agent Environments
ICML 2025
Self-Composing Policies for Scalable Continual Reinforcement Learning
ICML 2024
Uncertainty Matters: Stable Conclusions under Unstable Assessment of Fairness Results
AISTATS 2024
Extending Adversarial Attacks to Produce Adversarial Class Probability Distributions
JMLR 2023
Minimax Forward and Backward Learning of Evolving Tasks with Performance Guarantees
NIPS 2023
Approximating the maximum weighted decomposable graph problem with applications to probabilistic graphical models
PGM 2018