Bartering Books to Beers: A Recommender System for Exchange Platforms. - Jérémie Rappaz; Maria-Luiza Vladarean; Julian J. McAuley; Michele Catasta (WSDM, 2017)

Conditional gradient methods for stochastically constrained convex minimization. - Maria-Luiza Vladarean; Ahmet Alacaoglu; Ya-Ping Hsieh; Volkan Cevher (ICML, 2020)

A first-order primal-dual method with adaptivity to local smoothness. - Maria-Luiza Vladarean; Yura Malitsky; Volkan Cevher (NeurIPS, 2021)

Faster One-Sample Stochastic Conditional Gradient Method for Composite Convex Minimization. - Gideon Dresdner; Maria-Luiza Vladarean; Gunnar Rätsch; Francesco Locatello; Volkan Cevher; Alp Yurtsever (AISTATS, 2022)

Linearization Algorithms for Fully Composite Optimization. - Maria-Luiza Vladarean; Nikita Doikov; Martin Jaggi; Nicolas Flammarion (COLT, 2023)

On the spectral bias of two-layer linear networks. - Aditya Vardhan Varre; Maria-Luiza Vladarean; Loucas Pillaud-Vivien; Nicolas Flammarion (NeurIPS, 2023)