Sanjeda Akter
5 papers · 2025–2026 · 3 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Bronze
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Interdisciplinary Bridge · Silver
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Taxonomy Completionist
(21)
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Rising Star
(5)
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Renaissance Researcher
(5)
Top co-authors
Research topics
Artificial Intelligence
(4)
Core AI
(4)
Machine Learning
(3)
Deep Learning
(2)
Bayesian & Probabilistic · Machine Learning
(2)
Computer Science
(1)
Natural Language Processing
(1)
Reinforcement Learning
(1)
Robotics
(1)
Application Areas
(1)
Applications
(1)
Bayesian & Probabilistic · Artificial Intelligence
(1)
Capabilities
(1)
Learning Paradigms · Machine Learning
(1)
Learning Paradigms · Artificial Intelligence
(1)
Keywords
large language model
(2)
reinforcement learning
(1)
semi-supervised learning
(1)
offline reinforcement learning
(1)
bayesian learning
(1)
bayesian inference
(1)
bayesian reinforcement learning
(1)
object detection
(1)
posterior sampling
(1)
document layout analysis
(1)
constraint propagation
(1)
subspace selection
(1)
model pruning
(1)
fisher information matrix
(1)
state space model
(1)
memory efficiency
(1)
language model
(1)
graph attention network
(1)
meta-reinforcement learning
(1)
robotic control
(1)
Papers
Adaptive Constraint Propagation: Scaling Structured Inference for Large Language Models via Meta-Reinforcement Learning
ACL 2026
Beyond Variance: Knowledge-Aware LLM Compression via Fisher-Aligned Subspace Diagnostics
ACL 2026
LLM-Guided Probabilistic Fusion for Label-Efficient Document Layout Analysis
CVPR 2026
Cache-Efficient Posterior Sampling for Reinforcement Learning with LLM-Derived Priors Across Discrete and Continuous Domains
EMNLP 2025
Efficient Unstructured Pruning of Mamba State-Space Models for Resource-Constrained Environments
EMNLP 2025