Laurent Lessard
10 papers · 2015–2025 · 5 conferences · across top CS/AI conferences
Achievements
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π Academic Marathon (10) π§ Keyword Pioneer π Interdisciplinary Bridge π Conference Polyglot (5) π£ Hot Topic Early Bird
π
Conference Polyglot
(5)
π
Academic Marathon
(10)
π
Keyword Champion
(3)
π§¬
Topic Evolution
π₯
Unstoppable
(6)
π
Century Club
(10)
π
Conference Pioneer
Conferences
ICML (4)
AISTATS (3)
ICLR (1)
JMLR (1)
L4DC (1)
Top co-authors
Keywords
semidefinite program
(3)
convergence rate
(3)
convex optimization
(2)
lyapunov function
(2)
integral quadratic constraint
(2)
gradient descent
(2)
first-order method
(2)
dissipativity theory
(2)
linear convergence
(2)
game theory
(1)
strongly convex
(1)
finite-sum optimization
(1)
strong convexity
(1)
minimax optimization
(1)
data poisoning
(1)
dynamical system
(1)
optimization algorithm
(1)
neural network optimization
(1)
regret bound
(1)
stochastic optimal control
(1)
Papers
Keeping up with dynamic attackers: Certifying robustness to adaptive online data poisoning
AISTATS 2025
Adaptive backtracking line search
ICLR 2025
Near-optimal Local Convergence of Alternating Gradient Descent-Ascent for Minimax Optimization
AISTATS 2022
A Unified Analysis of First-Order Methods for Smooth Games via Integral Quadratic Constraints
JMLR 2021
Online Data Poisoning Attacks
L4DC 2020
An Optimal Control Approach to Sequential Machine Teaching
AISTATS 2019
Dissipativity Theory for Accelerating Stochastic Variance Reduction: A Unified Analysis of SVRG and Katyusha Using Semidefinite Programs
ICML 2018
Lyapunov Functions for First-Order Methods: Tight Automated Convergence Guarantees
ICML 2018
Dissipativity Theory for Nesterovβs Accelerated Method
ICML 2017
A General Analysis of the Convergence of ADMM
ICML 2015