Ramchandran Kannan
6 papers · 2018–2022 · 2 conferences · across top CS/AI conferences
Achievements
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π Cross-Pollinator (13) π Conference Polyglot (2) π§ Keyword Pioneer π£ Hot Topic Early Bird π Interdisciplinary Bridge
πΊοΈ
Taxonomy Completionist
(13)
π₯
Unstoppable
(5)
Conferences
ICML (4)
AISTATS (2)
Top co-authors
Research topics
Keywords
byzantine-robust distributed learning
(2)
adversarial robustness
(1)
model selection
(1)
non-convex optimization
(1)
adversarial machine learning
(1)
distributed optimization
(1)
rademacher complexity
(1)
backdoor attack
(1)
multi-armed bandit
(1)
generalization bound
(1)
regret bound
(1)
adaptive algorithm
(1)
iteration complexity
(1)
adversarial perturbation
(1)
linear bandit
(1)
model poisoning
(1)
saddle point
(1)
neural network
(1)
adversarial backdoor
(1)
parameter attack
(1)
Papers
Neurotoxin: Durable Backdoors in Federated Learning
ICML 2022
Problem-Complexity Adaptive Model Selection for Stochastic Linear Bandits
AISTATS 2021
Alternating Minimization Converges Super-Linearly for Mixed Linear Regression
AISTATS 2020
Defending Against Saddle Point Attack in Byzantine-Robust Distributed Learning
ICML 2019
Rademacher Complexity for Adversarially Robust Generalization
ICML 2019
Byzantine-Robust Distributed Learning: Towards Optimal Statistical Rates
ICML 2018