Sadegh Farhadkhani
9 papers · 2021–2024 · 4 conferences · across top CS/AI conferences
Achievements
Jump to papers ↓+1 more ↓ Show less ↑
🧭 Keyword Pioneer 🌍 Conference Polyglot (4) 🐣 Hot Topic Early Bird 🐝 Cross-Pollinator (10) 🌉 Interdisciplinary Bridge
🗺️
Taxonomy Completionist
(16)
Conferences
ICML (4)
AISTATS (2)
NIPS (2)
AAAI (1)
Top co-authors
Keywords
distributed learning
(4)
byzantine resilience
(2)
stochastic gradient descent
(2)
byzantine fault tolerance
(2)
decentralized learning
(2)
data poisoning
(1)
probabilistic modeling
(1)
robust optimization
(1)
model aggregation
(1)
decentralized optimization
(1)
distributed optimization
(1)
gradient descent
(1)
maximum a posteriori
(1)
exponential family
(1)
non-convex optimization
(1)
bradley-terry model
(1)
collaborative learning
(1)
model averaging
(1)
score estimation
(1)
machine learning
(1)
Papers
Generalized Bradley-Terry Models for Score Estimation from Paired Comparisons
AAAI 2024
Byzantine-Robust Federated Learning: Impact of Client Subsampling and Local Updates
ICML 2024
Fixing by Mixing: A Recipe for Optimal Byzantine ML under Heterogeneity
AISTATS 2023
On the Strategyproofness of the Geometric Median
AISTATS 2023
Epidemic Learning: Boosting Decentralized Learning with Randomized Communication
NIPS 2023
Robust Collaborative Learning with Linear Gradient Overhead
ICML 2023
An Equivalence Between Data Poisoning and Byzantine Gradient Attacks
ICML 2022
Byzantine Machine Learning Made Easy By Resilient Averaging of Momentums
ICML 2022
Collaborative Learning in the Jungle (Decentralized, Byzantine, Heterogeneous, Asynchronous and Nonconvex Learning)
NIPS 2021