Bobby Kleinberg
5 papers · 2018–2024 · 3 venues · across top CS/AI venues
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Achievements
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π Interdisciplinary Bridge Β· Bronze π Academic Marathon Β· Sprint πΊοΈ Taxonomy Completionist (16) π£ Hot Topic Early Bird π Conference Polyglot Β· Bronze
β
The Questioner
(2)
π
Trend Setter
Venues
Top co-authors
Research topics
Machine Learning
(4)
Core Methods
(3)
Optimization & Theory
(3)
Artificial Intelligence
(2)
Core AI
(2)
Learning Types Β· Machine Learning
(2)
Deep Learning
(1)
Mathematics & Optimization
(1)
Reinforcement Learning
(1)
Application Areas
(1)
Applications
(1)
Learning Types Β· Deep Learning
(1)
Methods
(1)
Optimization
(1)
Keywords
online learning
(2)
regret bound
(2)
adversarial learning
(1)
game theory
(1)
medical imaging
(1)
probabilistic prediction
(1)
online prediction
(1)
adversarial setting
(1)
online algorithm
(1)
regret guarantee
(1)
blackwell approachability
(1)
utility maximization
(1)
saddle point
(1)
loss surface
(1)
scoring rule
(1)
combinatorial game
(1)
local minimum
(1)
optimal behavior
(1)
uncertainty prediction
(1)
second opinion
(1)
Papers
Faster Recalibration of an Online Predictor via Approachability
AISTATS 2024
U-Calibration: Forecasting for an Unknown Agent
COLT 2023
Direct Uncertainty Prediction for Medical Second Opinions
ICML 2019
An Alternative View: When Does SGD Escape Local Minima?
ICML 2018
Can Deep Reinforcement Learning Solve Erdos-Selfridge-Spencer Games?
ICML 2018