| Prognostic and predictive role of CD8 and PD-L1 determination in lung tumor tissue of patients under anti-PD-1 therapy JD Fumet, C Richard, F Ledys, Q Klopfenstein, P Joubert, B Routy, ... British journal of cancer 119 (8), 950-960, 2018 | 167 | 2018 |
| Artificial intelligence-guided tissue analysis combined with immune infiltrate assessment predicts stage III colon cancer outcomes in PETACC08 study C Reichling, J Taieb, V Derangere, Q Klopfenstein, K Le Malicot, ... Gut 69 (4), 681-690, 2020 | 99 | 2020 |
| Implicit differentiation of lasso-type models for hyperparameter optimization Q Bertrand, Q Klopfenstein, M Blondel, S Vaiter, A Gramfort, J Salmon International Conference on Machine Learning, 810-821, 2020 | 85 | 2020 |
| Benchopt: Reproducible, efficient and collaborative optimization benchmarks T Moreau, M Massias, A Gramfort, P Ablin, PA Bannier, B Charlier, ... Advances in Neural Information Processing Systems 35, 25404-25421, 2022 | 43 | 2022 |
| Implicit differentiation for fast hyperparameter selection in non-smooth convex learning Q Bertrand, Q Klopfenstein, M Massias, M Blondel, S Vaiter, A Gramfort, ... Journal of Machine Learning Research 23 (149), 1-43, 2022 | 39 | 2022 |
| RAS status and neoadjuvant chemotherapy impact CD8+ cells and tumor HLA class I expression in liver metastatic colorectal cancer F Ledys, Q Klopfenstein, C Truntzer, L Arnould, J Vincent, L Bengrine, ... Journal for immunotherapy of cancer 6, 1-14, 2018 | 39 | 2018 |
| Cell lines and immune classification of glioblastoma define patient’s prognosis Q Klopfenstein, C Truntzer, J Vincent, F Ghiringhelli British journal of cancer 120 (8), 806-814, 2019 | 30 | 2019 |
| Linear support vector regression with linear constraints Q Klopfenstein, S Vaiter Machine Learning 110 (7), 1939-1974, 2021 | 22 | 2021 |
| Beyond l1: Faster and better sparse models with skglm Q Bertrand, Q Klopfenstein, PA Bannier, G Gidel, M Massias Advances in Neural Information Processing Systems 35, 38950-38965, 2022 | 18 | 2022 |
| Bevacizumab-based chemotherapy for poorly-differentiated neuroendocrine tumors T Collot, JD Fumet, Q Klopfenstein, J Vincent, L Bengrine, F Ghiringhelli Anticancer Research 38 (10), 5963-5968, 2018 | 17 | 2018 |
| Evaluation of tumor immune contexture among intrinsic molecular subtypes helps to predict outcome in early breast cancer Q Klopfenstein, V Derangère, L Arnould, M Thibaudin, E Limagne, ... Journal for Immunotherapy of Cancer 9 (6), e002036, 2021 | 11 | 2021 |
| Model identification and local linear convergence of coordinate descent Q Klopfenstein, Q Bertrand, A Gramfort, J Salmon, S Vaiter arXiv preprint arXiv:2010.11825, 2020 | 8 | 2020 |
| Coordinate descent for slope J Larsson, Q Klopfenstein, M Massias, J Wallin International Conference on Artificial Intelligence and Statistics, 4802-4821, 2023 | 7 | 2023 |
| Correction: Prognostic and predictive role of CD8 and PD-L1 determination in lung tumor tissue of patients under anti-PD-1 therapy JD Fumet, C Richard, F Ledys, Q Klopfenstein, P Joubert, B Routy, ... British journal of cancer 121 (3), 283, 2019 | 7 | 2019 |
| Education as risk factor of mild cognitive impairment: the link to the gut microbiome M Klee, VTE Aho, P May, A Heintz-Buschart, Z Landoulsi, SR Jónsdóttir, ... The journal of prevention of Alzheimer's disease 11 (3), 759-768, 2024 | 6 | 2024 |
| Hematopoietic Prostaglandin D2 Synthase Controls Tfh/Th2 Communication and Limits Tfh Antitumor Effects R Mary, F Chalmin, T Accogli, M Bruchard, C Hibos, J Melin, C Truntzer, ... Cancer Immunology Research 10 (7), 900-916, 2022 | 5 | 2022 |
| Integrating digital gait data with metabolomics and clinical data to predict outcomes in Parkinson’s disease C Brzenczek, Q Klopfenstein, T Hähnel, H Fröhlich, E Glaab NPJ Digital Medicine 7 (1), 235, 2024 | 4 | 2024 |
| Converging peripheral blood microRNA profiles in Parkinson's disease and progressive supranuclear palsy L Pavelka, A Rauschenberger, A Hemedan, M Ostaszewski, E Glaab, ... Brain Communications 6 (3), fcae187, 2024 | 4 | 2024 |
| Local linear convergence of proximal coordinate descent algorithm Q Klopfenstein, Q Bertrand, A Gramfort, J Salmon, S Vaiter Optimization Letters 18 (1), 135-154, 2024 | 2 | 2024 |
| Fedeca: A federated external control arm method for causal inference with time-to-event data in distributed settings JO Terrail, Q Klopfenstein, H Li, I Mayer, N Loiseau, M Hallal, M Debouver, ... arXiv preprint arXiv:2311.16984, 2023 | 2 | 2023 |
Samuel VaiterCNRS ResearcherПідтверджена електронна адреса в math.cnrs.fr