Learning multi ridge functions in high dimensions via low rank matrix recovery. April 23, 2012, Mittagsseminar, ETH Zürich
Tangent space estimation for smooth embeddings of manifolds. January 15, 2013, Mittagsseminar, ETH Zürich
Continuum armed bandit problem of few variables in high dimensions. July 16, 2013, Mittagsseminar, ETH Zürich
Continuum armed bandit problem of few variables in high dimensions. September 5, 2013, 11th Workshop on Approximation and Online Algorithms (WAOA), Sophia Antipolis, France
The adversarial multi-armed bandit problem. December 19, 2013, Mittagsseminar, ETH Zürich
Interpolation with cubic splines. May 14, 2014, Mittagsseminar, ETH Zürich
Efficient sampling for learning SPAMs in high dimensions. October 28, 2014, Mittagsseminar, ETH Zürich
Tangent space estimation for smooth embeddings of manifolds. August, 2015, Information and Inference best paper prize meeting, University of Oxford, UK
Learning Sparse Additive Models with Interactions in High Dimensions
November 5, 2015, Mittagsseminar, ETH Zürich
May 11, 2016, 19th International Conference on Artificial Intelligence and Statistics (AISTATS), Cadiz, Spain
October 25, 2016, ANC Seminar, School of Informatics, University of Edinburgh, UK
October 26, 2016, ACM Seminar, School of Mathematics, University of Edinburgh, UK
March 17, 2017, Algorithms Day, Alan Turing Institute, London, UK
February 14, 2017, Numerical Analysis Seminar, University of Oxford, UK
June 29, 2017, Minisymposia on "Learning functions from data" at the 27th Biennial Numerical Analysis Conference at Glasgow
Provably robust estimation of modulo 1 samples of a smooth function. July, 2018, ISMP, Bordeaux
SPONGE: A generalized eigenproblem for clustering signed networks
January 24, 2019, MODAL days, Inria Lille-Nord Europe
June 13, 2019, Probability-Statistics seminar, Laboratoire de Mathematiques, Universite de Franche-Comte, Besancon, France
September 18, 2019, Probability-Statistics seminar, University of Lille, France
Spectral clustering on graphs. January, 2020, Cafe de Sciences, Inria Lille
Learning general sparse additive models from point queries in high dimensions.
January 2020, MODAL days, Inria Lille
February 27 2020, STADIUS seminar, KU Leuven
November 20 2020, Séminaire SAMM : Statistique, Analyse et Modélisation Multidisciplinaire, Université Paris 1
Recovering Hölder smooth functions from noisy modulo samples. September 15, 2021, Invited session on Computational Sampling, Asilomar Conference on Signals, Systems, and Computers
Dynamic Ranking and Translation Synchronization
January 12, 2023, City University of Hong Kong (Department of Mathematics)
October 27, 2023, Inria - IIT Delhi Workshop
February 6, 2024, Université Catholique de Louvain (Department of Mathematical Engineering)
February 28, 2024, NTU Singapore (School of Physical and Mathematical Sciences)
May 22, 2024, One world seminar on mathematics of machine learning (Link to video)
Learning linear dynamical systems under convex constraints
May 7, 2024, Gipsa-lab, University of Grenoble