Vincent Roulet
10 papers · 2017–2025 · 5 conferences · across top CS/AI conferences
Achievements
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π Interdisciplinary Bridge π§ Keyword Pioneer π£ Hot Topic Early Bird π Cross-Pollinator (7) πΊοΈ Taxonomy Completionist (12)
π
Conference Polyglot
(5)
π
Academic Marathon
(8)
π
Keyword Champion
(2)
π
Century Club
(10)
Conferences
NIPS (4)
ICML (3)
AISTATS (1)
ICLR (1)
JMLR (1)
Top co-authors
Keywords
gradient descent
(2)
nonlinear control
(2)
structured prediction
(1)
accelerated optimization
(1)
convergence analysis
(1)
differential dynamic programming
(1)
optimal control
(1)
optimization theory
(1)
adaptive learning rate
(1)
linear convergence
(1)
complexity bound
(1)
support vector machine
(1)
learning rate
(1)
inference algorithm
(1)
gradient flow
(1)
subgradient method
(1)
spectral risk measure
(1)
risk objective
(1)
restart scheme
(1)
stochastic variance-reduced gradient
(1)
Papers
On Global and Local Convergence of Iterative Linear Quadratic Optimization Algorithms for Discrete Time Nonlinear Control
JMLR 2025
Loss Functions and Operators Generated by f-Divergences
ICML 2025
Joint Learning of Energy-based Models and their Partition Function
ICML 2025
Distributionally Robust Optimization with Bias and Variance Reduction
ICLR 2024
Stepping on the Edge: Curvature Aware Learning Rate Tuners
NIPS 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
NIPS 2018
Sharpness, Restart and Acceleration
NIPS 2017
Integration Methods and Optimization Algorithms
NIPS 2017