Paramita Koley
6 papers · 2020–2026 · 5 venues · across top CS/AI venues
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Achievements
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Conference Polyglot ยท Silver
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Academic Marathon ยท Sprint
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Interdisciplinary Bridge ยท Bronze
๐บ๏ธ
Taxonomy Completionist
(18)
Venues
Top co-authors
Research topics
Machine Learning
(6)
Application Areas
(4)
Artificial Intelligence
(3)
Core AI
(3)
Core Methods
(3)
Deep Learning
(2)
Natural Language Processing
(2)
Architectures
(2)
Learning Types
(2)
Optimization & Theory
(2)
Resources & Methods
(2)
Data Science & Analytics
(1)
Mathematics & Optimization
(1)
Methods
(1)
Optimization
(1)
Keywords
energy efficiency
(3)
event sequence
(2)
inference optimization
(2)
large language model
(2)
temporal point process
(2)
ridge regression
(1)
human-in-the-loop learning
(1)
time series
(1)
user modeling
(1)
greedy algorithm
(1)
language model
(1)
prompt optimization
(1)
latency reduction
(1)
speculative decoding
(1)
event prediction
(1)
human-machine collaboration
(1)
neural network
(1)
transformer hawkes process
(1)
approximate submodularity
(1)
automation level
(1)
Papers
Benchmarking the Energy Savings with Speculative Decoding Strategies
EACL 2026
Brevity is the soul of sustainability: Characterizing LLM response lengths
ACL 2025
ExPERT: Modeling Human Behavior Under External Stimuli Aware Personalized MTPP
AAAI 2025
Towards Sustainable NLP: Insights from Benchmarking Inference Energy in Large Language Models
NAACL 2025
Differentiable Change-point Detection With Temporal Point Processes
AISTATS 2023
Regression under Human Assistance
AAAI 2020