Vincent Roulet
10 papers · 2017–2025 · 5 venues · across top CS/AI venues
Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.
Achievements
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🌍 Conference Polyglot · Silver 🏃 Academic Marathon · Sprint 🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (17) 🐣 Hot Topic Early Bird
💎
Century Club · Bronze
Top co-authors
Research topics
Machine Learning
(8)
Optimization & Theory
(8)
Mathematics & Optimization
(6)
Optimization
(6)
Deep Learning
(2)
Artificial Intelligence
(1)
Natural Language Processing
(1)
Reinforcement Learning
(1)
Application Areas
(1)
Applications
(1)
Core AI
(1)
Core Methods
(1)
Generation
(1)
Mathematics
(1)
Models
(1)
Keywords
linear convergence
(2)
nonlinear control
(2)
gradient descent
(2)
convex optimization
(1)
multi-label classification
(1)
convergence analysis
(1)
accelerated optimization
(1)
differential dynamic programming
(1)
optimal control
(1)
adaptive learning rate
(1)
partition function
(1)
f-divergence
(1)
distribution shift
(1)
optimization theory
(1)
structured prediction
(1)
stochastic gradient descent
(1)
distributionally robust optimization
(1)
complexity bound
(1)
support vector machine
(1)
stochastic optimization
(1)
Papers
Joint Learning of Energy-based Models and their Partition Function
ICML 2025
Loss Functions and Operators Generated by f-Divergences
ICML 2025
On Global and Local Convergence of Iterative Linear Quadratic Optimization Algorithms for Discrete Time Nonlinear Control
JMLR 2025
Distributionally Robust Optimization with Bias and Variance Reduction
ICLR 2024
Stepping on the Edge: Curvature Aware Learning Rate Tuners
NeurIPS 2024
Stochastic Optimization for Spectral Risk Measures
AISTATS 2023
Iterative Linearized Control: Stable Algorithms and Complexity Guarantees
ICML 2019
A Smoother Way to Train Structured Prediction Models
NeurIPS 2018
Integration Methods and Optimization Algorithms
NeurIPS 2017
Sharpness, Restart and Acceleration
NeurIPS 2017