Denis Mazur
4 papers · 2019–2025 · 2 conferences · across top CS/AI conferences
Achievements
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π Interdisciplinary Bridge π§ Keyword Pioneer π Conference Polyglot (2) π Academic Marathon (6) π Cross-Pollinator (12)
πΊοΈ
Taxonomy Completionist
(11)
Conferences
NIPS (3)
ICML (1)
Top co-authors
Keywords
model compression
(1)
representation learning
(1)
neural network training
(1)
distributed learning
(1)
model pretraining
(1)
graph representation
(1)
neural network optimization
(1)
vector quantization
(1)
weighted graph
(1)
metric space
(1)
straight-through estimator
(1)
parameter quantization
(1)
bit-width reduction
(1)
quantization-aware training
(1)
collaborative training
(1)
large language model
(1)
non-euclidean geometry
(1)
volunteer computing
(1)
Papers
Cache Me If You Must: Adaptive Key-Value Quantization for Large Language Models
ICML 2025
PV-Tuning: Beyond Straight-Through Estimation for Extreme LLM Compression
NIPS 2024
Distributed Deep Learning In Open Collaborations
NIPS 2021
Beyond Vector Spaces: Compact Data Representation as Differentiable Weighted Graphs
NIPS 2019