Pouya Hamadanian
4 papers · 2021–2026 · 3 venues · across top CS/AI venues
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Achievements
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π Conference Polyglot Β· Bronze π Academic Marathon Β· Sprint π Interdisciplinary Bridge Β· Silver πΊοΈ Taxonomy Completionist (15) π£ Hot Topic Early Bird
π
Renaissance Researcher
(5)
Top co-authors
Research topics
Machine Learning
(4)
Artificial Intelligence
(3)
Core AI
(3)
Application Areas
(2)
Computer Science
(1)
Computer Vision
(1)
Deep Learning
(1)
Mathematics & Optimization
(1)
Reinforcement Learning
(1)
Analysis
(1)
Foundations
(1)
Learning Paradigms
(1)
Learning Types Β· Machine Learning
(1)
Learning Types Β· Deep Learning
(1)
Mathematics
(1)
Keywords
causal inference
(1)
catastrophic forgetting
(1)
online learning
(1)
policy optimization
(1)
video segmentation
(1)
knowledge distillation
(1)
model adaptation
(1)
distribution shift
(1)
online reinforcement learning
(1)
tensor completion
(1)
recommendation system
(1)
non-stationary environment
(1)
edge computing
(1)
real-time inference
(1)
quality of experience
(1)
video streaming
(1)
adaptive bitrate
(1)
configuration optimization
(1)
randomized control trial
(1)
trace-driven simulation
(1)
Papers
Predict, Prune, Play: Efficient Video Playback Optimization Under Device Diversity and Drift
NSDI 2026
Online Reinforcement Learning in Non-Stationary Context-Driven Environments
ICLR 2025
CausalSim: A Causal Framework for Unbiased Trace-Driven Simulation
NSDI 2023
Real-Time Video Inference on Edge Devices via Adaptive Model Streaming
ICCV 2021