Philippe L. Toint
1 indexed paper
Recent (6 mo)
1With code
0Influential cites
0Benchmarked
0Publications per year
126
Top categories
AI×1Optimization and Control×1
Frequent co-authors
Research Timeline
2026
Stochastic convergence of parallel asynchronous adaptive first-order methods
The paper analyzes a new class of asynchronous adaptive first-order optimization methods and proves their stochastic convergence rate is O(1/sqrt{t}) for non-convex functions.
Highlighted terms show continued research focus across papers