Barzan Mozafari
7 papers · 2019–2023 · 5 venues · across top CS/AI venues
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Achievements
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πΊοΈ Taxonomy Completionist (16) π£ Hot Topic Early Bird π Conference Polyglot Β· Silver π Interdisciplinary Bridge Β· Bronze π Grand Slam
π
Conference Pioneer
π₯
Unstoppable Β· Bronze
Venues
Top co-authors
Research topics
Machine Learning
(5)
Optimization & Theory Β· Machine Learning
(5)
Deep Learning
(4)
Artificial Intelligence
(2)
Mathematics & Optimization
(2)
Architectures
(2)
Core AI
(2)
Optimization
(2)
Optimization & Theory Β· Deep Learning
(2)
Computer Science
(1)
Application Areas
(1)
Applications
(1)
Learning Types
(1)
Systems
(1)
Techniques
(1)
Keywords
stochastic optimization
(1)
stochastic gradient descent
(1)
sample efficiency
(1)
natural language processing
(1)
language modeling
(1)
distributed learning
(1)
permutation equivariance
(1)
constrained optimization
(1)
communication efficiency
(1)
adaptive learning rate
(1)
best arm identification
(1)
projection-free optimization
(1)
multi-armed bandit
(1)
convergence rate
(1)
gradient compression
(1)
adam optimizer
(1)
positional encoding
(1)
runtime optimization
(1)
compiler optimization
(1)
performance profiling
(1)
Papers
Provable Memorization Capacity of Transformers
ICLR 2023
Communication-efficient Distributed Learning for Large Batch Optimization
ICML 2022
Transformer with Memory Replay
AAAI 2022
DMon: Efficient Detection and Correction of Data Locality Problems Using Selective Profiling
OSDI 2021
Adam with Bandit Sampling for Deep Learning
NeurIPS 2020
A Bandit Approach to Maximum Inner Product Search
AAAI 2019
Revisiting Projection-Free Optimization for Strongly Convex Constraint Sets
AAAI 2019