Jayanta Mandi
5 papers · 2020–2025 · 4 conferences · across top CS/AI conferences
Achievements
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π Interdisciplinary Bridge π§ Keyword Pioneer π£ Hot Topic Early Bird π Conference Polyglot (4) π Academic Marathon (5)
π
Cross-Pollinator
(15)
πΊοΈ
Taxonomy Completionist
(15)
Conferences
IJCAI (2)
AAAI (1)
ICML (1)
NIPS (1)
Top co-authors
Keywords
combinatorial optimization
(4)
linear programming
(2)
regret minimization
(2)
neural network
(2)
learning to rank
(1)
maximum likelihood estimation
(1)
preference elicitation
(1)
surrogate loss
(1)
bradley-terry model
(1)
multi-objective optimization
(1)
quadratic penalty
(1)
decision-focused learning
(1)
interior point method
(1)
scheduling problem
(1)
solution caching
(1)
negative example
(1)
predict and optimize
(1)
smart predict-and-optimize
(1)
weighted knapsack
(1)
optimal decision
(1)
Papers
Preference Elicitation for Multi-objective Combinatorial Optimization with Active Learning and Maximum Likelihood Estimation
IJCAI 2025
Decision-Focused Learning: Through the Lens of Learning to Rank
ICML 2022
Contrastive Losses and Solution Caching for Predict-and-Optimize
IJCAI 2021
Interior Point Solving for LP-based prediction+optimisation
NIPS 2020
Smart Predict-and-Optimize for Hard Combinatorial Optimization Problems
AAAI 2020