Cyrus Cousins
10 papers · 2019–2026 · 5 conferences · across top CS/AI conferences
Achievements
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🧭 Keyword Pioneer 🌍 Conference Polyglot (4) 🏃 Academic Marathon (5) 🐝 Cross-Pollinator (11) 🌉 Interdisciplinary Bridge
🧭
Keyword Pioneer
🏆
Keyword Champion
(3)
🗃️
Keyword Collector
(55)
💎
Century Club
(10)
❓
The Questioner
🚀
Conference Pioneer
Conferences
NIPS (5)
AISTATS (2)
AAAI (1)
ICML (1)
UAI (1)
Top co-authors
Keywords
fair machine learning
(3)
statistical learning
(2)
welfare optimization
(2)
fair-pac learning
(2)
rademacher complexity
(2)
robust optimization
(2)
offline reinforcement learning
(1)
algorithmic fairness
(1)
stochastic optimization
(1)
sample complexity
(1)
pac learning
(1)
mechanism design
(1)
ising model
(1)
markov chain monte carlo
(1)
dynamic programming
(1)
weakly supervised learning
(1)
uniform convergence
(1)
label noise
(1)
temporal dynamics
(1)
partition function
(1)
Papers
Moral Change or Noise? On Problems of Aligning AI with Temporally Unstable Human Feedback
AAAI 2026
Fair and Welfare-Efficient Constrained Multi-Matchings under Uncertainty
NIPS 2024
To Pool or Not To Pool: Analyzing the Regularizing Effects of Group-Fair Training on Shared Models
AISTATS 2024
Revisiting Fair-PAC Learning and the Axioms of Cardinal Welfare
AISTATS 2023
Percentile Criterion Optimization in Offline Reinforcement Learning
NIPS 2023
Fast Doubly-Adaptive MCMC to Estimate the Gibbs Partition Function with Weak Mixing Time Bounds
NIPS 2021
Adversarial Multi Class Learning under Weak Supervision with Performance Guarantees
ICML 2021
An Axiomatic Theory of Provably-Fair Welfare-Centric Machine Learning
NIPS 2021
Sharp uniform convergence bounds through empirical centralization
NIPS 2020
Empirical Mechanism Design: Designing Mechanisms from Data
UAI 2019