Ali Ramezani-Kebrya
8 papers · 2020–2026 · 5 conferences · across top CS/AI conferences
Achievements
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๐บ๏ธ Taxonomy Completionist (10) ๐ฃ Hot Topic Early Bird ๐ Conference Polyglot (4) ๐ Academic Marathon (5) ๐ Cross-Pollinator (10)
๐งญ
Keyword Pioneer
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Interdisciplinary Bridge
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Grand Slam
Conferences
ICLR (2)
JMLR (2)
NIPS (2)
AAAI (1)
ICML (1)
Top co-authors
Keywords
stochastic gradient descent
(3)
communication efficiency
(2)
gradient quantization
(2)
data-parallel training
(2)
distributed training
(1)
optimization theory
(1)
generalization bound
(1)
momentum method
(1)
polyak-lojasiewicz condition
(1)
hate speech detection
(1)
neural network width
(1)
self-explaining model
(1)
rationale alignment
(1)
learning theory
(1)
subquadratic scaling
(1)
attention mechanism
(1)
global convergence
(1)
distributed learning
(1)
Papers
Aligning Attention with Human Rationales for Self-Explaining Hate Speech Detection
AAAI 2026
Layer-wise Quantization for Quantized Optimistic Dual Averaging
ICML 2025
Addressing Label Shift in Distributed Learning via Entropy Regularizationโ
ICLR 2025
On the Generalization of Stochastic Gradient Descent with Momentum
JMLR 2024
Distributed Extra-gradient with Optimal Complexity and Communication Guarantees
ICLR 2023
Subquadratic Overparameterization for Shallow Neural Networks
NIPS 2021
NUQSGD: Provably Communication-efficient Data-parallel SGD via Nonuniform Quantization
JMLR 2021
Adaptive Gradient Quantization for Data-Parallel SGD
NIPS 2020