Saurabh Amin
8 papers · 2020–2026 · 6 conferences · across top CS/AI conferences
Achievements
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π Interdisciplinary Bridge πΊοΈ Taxonomy Completionist (19) π§ Keyword Pioneer π£ Hot Topic Early Bird π Conference Polyglot (5)
π
Academic Marathon
(5)
π
Cross-Pollinator
(10)
π
Keyword Champion
(2)
π
Grand Slam
π
Conference Pioneer
Conferences
L4DC (2)
NIPS (2)
AAAI (1)
ICLR (1)
ICML (1)
UAI (1)
Top co-authors
Keywords
multi-class classification
(2)
error-correcting output code
(2)
stochastic optimization
(2)
sequential decision-making
(1)
bayesian learning
(1)
bayesian inference
(1)
statistical modeling
(1)
uncertainty quantification
(1)
gaussian process
(1)
discrete optimization
(1)
graph coloring
(1)
resource allocation
(1)
integer programming
(1)
support vector machine
(1)
multi-armed bandit
(1)
regret bound
(1)
contextual bandit
(1)
effective dimension
(1)
mixed-integer programming
(1)
codebook design
(1)
Papers
OptiHive: Ensemble Selection for LLM-Based Optimization via Statistical Modeling
AAAI 2026
A Deep Generative Learning Approach for Two-stage Adaptive Robust Optimization
ICLR 2025
Contextual Optimization Under Model Misspecification: A Tractable and Generalizable Approach
ICML 2025
Uncertainty informed optimal resource allocation with Gaussian process based Bayesian inference
L4DC 2024
Effective Dimension in Bandit Problems under Censorship
NIPS 2022
Scalable design of Error-Correcting Output Codes using Discrete Optimization with Graph Coloring
NIPS 2022
Integer programming-based error-correcting output code design for robust classification
UAI 2021
Bayesian Learning with Adaptive Load Allocation Strategies
L4DC 2020