Barzan Mozafari
7 papers · 2019–2023 · 5 conferences · across top CS/AI conferences
Achievements
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🐣 Hot Topic Early Bird 🐝 Cross-Pollinator (11) 🌍 Conference Polyglot (5) 🧭 Keyword Pioneer 🌈 Renaissance Researcher (5)
🌉
Interdisciplinary Bridge
🌍
Conference Polyglot
(5)
🏆
Grand Slam
🚀
Conference Pioneer
🔥
Unstoppable
(5)
📈
Trend Setter
Conferences
AAAI (3)
ICLR (1)
ICML (1)
NIPS (1)
OSDI (1)
Top co-authors
Keywords
stochastic optimization
(1)
stochastic gradient descent
(1)
sample efficiency
(1)
natural language processing
(1)
distributed learning
(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)
runtime optimization
(1)
compiler optimization
(1)
performance profiling
(1)
frank-wolfe method
(1)
linear optimization
(1)
language model pretraining
(1)
Papers
Provable Memorization Capacity of Transformers
ICLR 2023
Transformer with Memory Replay
AAAI 2022
Communication-efficient Distributed Learning for Large Batch Optimization
ICML 2022
DMon: Efficient Detection and Correction of Data Locality Problems Using Selective Profiling
OSDI 2021
Adam with Bandit Sampling for Deep Learning
NIPS 2020
Revisiting Projection-Free Optimization for Strongly Convex Constraint Sets
AAAI 2019
A Bandit Approach to Maximum Inner Product Search
AAAI 2019