Publication

Efficient Algorithms for a Class of Stochastic Hidden Convex Optimization and Its Applications in Network Revenue Management

Graph Chat

Chat with Graph Search

Ask any question about EPFL courses, lectures, exercises, research, news, etc. or try the example questions below.

DISCLAIMER: The Graph Chatbot is not programmed to provide explicit or categorical answers to your questions. Rather, it transforms your questions into API requests that are distributed across the various IT services officially administered by EPFL. Its purpose is solely to collect and recommend relevant references to content that you can explore to help you answer your questions.

Efficient Algorithms for a Class of Stochastic Hidden Convex Optimization and Its Applications in Network Revenue Management

Chat with Graph Search

Optimal Control under Uncertainty: From Regret Minimization to Distributional Robustness

Optimization Algorithms for Decentralized, Distributed and Collaborative Machine Learning

On Linear Optimization over Wasserstein Balls

Byzantine Machine Learning Made Easy By Resilient Averaging of Momentums

Binary Perceptron: Efficient Algorithms Can Find Solutions in a RareWell-Connected Cluster

Neural System Level Synthesis: Learning over All Stabilizing Policies for Nonlinear Systems

MILP-based discrete sizing and topology optimization of truss structures: new formulation and benchmarking

Implicit Bias of SGD for Diagonal Linear Networks: a Provable Benefit of Stochasticity

A unified framework for Hamiltonian deep neural networks

AC OPF in radial distribution networks – Part II: An augmented Lagrangian-based OPF algorithm, distributable via primal decomposition

A novel MILP approach for simultaneous optimization of water and energy: Application to a Canadian softwood Kraft pulping mill

A parametric augmented Lagrangian algorithm for real-time economic NMPC

A Tutorial on Machine Learning in Educational Science

Control and Optimization of Batch Processes

Synthesis and Optimization of Pipelines for HW Implementations of Dataflow Programs

Graph-based denoising for time-varying point clouds

Fast Geodesic Active Fields for Image Registration Based on Splitting and Augmented Lagrangian Approaches