Subhojyoti Mukherjee
12 papers · 2017–2026 · 7 conferences · across top CS/AI conferences
Achievements
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π Interdisciplinary Bridge π§ Keyword Pioneer π£ Hot Topic Early Bird πΊοΈ Taxonomy Completionist (12) π Conference Polyglot (6)
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Academic Marathon
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Cross-Pollinator
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(6)
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Mega-Team
(34)
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Century Club
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Keyword Collector
(59)
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Conferences
AISTATS (3)
ICML (2)
NIPS (2)
UAI (2)
ACL (1)
EACL (1)
IJCAI (1)
Top co-authors
Keywords
experimental design
(3)
multi-armed bandit
(3)
sample complexity
(3)
active learning
(3)
regret bound
(2)
optimal design
(2)
policy evaluation
(2)
large language model
(2)
preference learning
(1)
reproducing kernel hilbert space
(1)
parameter estimation
(1)
multi-task learning
(1)
arm selection
(1)
algorithm design
(1)
hypothesis testing
(1)
preference elicitation
(1)
adaptive experimental design
(1)
changepoint detection
(1)
variance estimation
(1)
sequential optimization
(1)
Papers
A Survey on LLM-based Conversational User Simulation
EACL 2026
Logits are All We Need to Adapt Closed Models
ICML 2025
From Selection to Generation: A Survey of LLM-based Active Learning
ACL 2025
SaVeR: Optimal Data Collection Strategy for Safe Policy Evaluation in Tabular MDP
ICML 2024
Optimal Design for Human Preference Elicitation
NIPS 2024
SPEED: Experimental Design for Policy Evaluation in Linear Heteroscedastic Bandits
AISTATS 2024
Multi-task Representation Learning for Pure Exploration in Bilinear Bandits
NIPS 2023
Nearly Optimal Algorithms for Level Set Estimation
AISTATS 2022
Safety aware changepoint detection for piecewise i.i.d. bandits
UAI 2022
ReVar: Strengthening policy evaluation via reduced variance sampling
UAI 2022
Chernoff Sampling for Active Testing and Extension to Active Regression
AISTATS 2022
Thresholding Bandits with Augmented UCB
IJCAI 2017