Supriyo Ghosh
7 papers · 2015–2025 · 4 venues · across top CS/AI venues
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Achievements
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🌍
Conference Polyglot · Bronze
🏃
Academic Marathon · Half
🌉
Interdisciplinary Bridge · Bronze
🗺️
Taxonomy Completionist
(19)
🐣
Hot Topic Early Bird
Top co-authors
Research topics
Machine Learning
(4)
Application Areas
(4)
Artificial Intelligence
(3)
Deep Learning
(3)
Learning Types · Deep Learning
(3)
Optimization & Theory · Machine Learning
(3)
Natural Language Processing
(2)
Core AI
(2)
Learning Types · Machine Learning
(2)
Resources & Methods
(2)
Reinforcement Learning
(1)
Applications
(1)
Bayesian & Probabilistic
(1)
Methods
(1)
Optimization & Theory · Deep Learning
(1)
Keywords
reinforcement learning
(3)
large language model
(2)
reward modeling
(1)
probabilistic modeling
(1)
domain adaptation
(1)
ensemble learning
(1)
text classification
(1)
knowledge distillation
(1)
information extraction
(1)
preference optimization
(1)
reinforcement learning from human feedback
(1)
token classification
(1)
mixed integer programming
(1)
resource allocation
(1)
reward hacking
(1)
portfolio optimization
(1)
inference efficiency
(1)
pre-trained language model
(1)
language model fine-tuning
(1)
prompt compression
(1)
Papers
CARMO: Dynamic Criteria Generation for Context Aware Reward Modelling
ACL 2025
TACO-RL: Task Aware Prompt Compression Optimization with Reinforcement Learning
ACL 2025
Neural-progressive hedging: Enforcing constraints in reinforcement learning with stochastic programming
UAI 2022
Picking Pearl from Seabed: Extracting Artefacts from Noisy Issue Triaging Collaborative Conversations for Hybrid Cloud Services
AAAI 2022
Improving Customer Satisfaction in Bike Sharing Systems through Dynamic Repositioning
IJCAI 2019
Robust Repositioning to Counter Unpredictable Demand in Bike Sharing Systems
IJCAI 2016
Probabilistic Inference Based Message-Passing for Resource Constrained DCOPs
IJCAI 2015