Krishna Jagannathan
4 papers · 2019–2022 · 4 conferences · across top CS/AI conferences
Achievements
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🌍
Conference Polyglot
(4)
🌉
Interdisciplinary Bridge
🧭
Keyword Pioneer
🐝
Cross-Pollinator
(14)
Conferences
AISTATS (1)
ICML (1)
IJCAI (1)
NIPS (1)
Top co-authors
Keywords
multi-armed bandit
(3)
regret minimization
(2)
best arm identification
(1)
conditional value-at-risk
(1)
heavy-tailed distribution
(1)
concentration bound
(1)
risk measure
(1)
statistical robustness
(1)
risk metric
(1)
learning theory
(1)
light-tailed distribution
(1)
exploration-exploitation tradeoff
(1)
Papers
A Survey of Risk-Aware Multi-Armed Bandits
IJCAI 2022
Bandit algorithms: Letting go of logarithmic regret for statistical robustness
AISTATS 2021
Concentration bounds for CVaR estimation: The cases of light-tailed and heavy-tailed distributions
ICML 2020
Distribution oblivious, risk-aware algorithms for multi-armed bandits with unbounded rewards
NIPS 2019