| 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 | 120 | 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 | 73 | 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 | 45 | 2020 |
| 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), 1-14, 2018 | 31 | 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 | 22 | 2019 |
| 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 | 14 | 2018 |
| 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 | 13 | 2022 |
| Linear support vector regression with linear constraints Q Klopfenstein, S Vaiter Machine Learning 110 (7), 1939-1974, 2021 | 8 | 2021 |
| 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 | 6 | 2022 |
| 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), 2021 | 6 | 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 | 5 | 2020 |
| Beyond l1: Faster and better sparse models with skglm Q Bertrand, Q Klopfenstein, PA Bannier, G Gidel, M Massias arXiv preprint arXiv:2204.07826, 2022 | 3 | 2022 |
| 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 | 2 | 2019 |
| Combination of tissues analysis and immune infiltrate in localized colon cancer using artificial intelligence in PETACC8 study. C Reichling, J Taieb, V Derangere, K Le Malicot, JF Emile, JM Gornet, ... Journal of Clinical Oncology 37 (15_suppl), 3574-3574, 2019 | 1 | 2019 |
| CD8 and PD-L1 determination in lung tumor tissue as prognostic biomarker and a predictive marker of anti PD-1 efficacy. JD Fumet, C Richard, F Ledys, Q Klopfenstein, C Truntzer, BP Coudert, ... Journal of Clinical Oncology 36 (15_suppl), 3021-3021, 2018 | 1 | 2018 |
| Local linear convergence of proximal coordinate descent algorithm Q Klopfenstein, Q Bertrand, A Gramfort, J Salmon, S Vaiter Optimization Letters, 1-20, 2023 | | 2023 |
| Coordinate Descent for SLOPE J Larsson, Q Klopfenstein, M Massias, J Wallin arXiv preprint arXiv:2210.14780, 2022 | | 2022 |
| 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 | | 2022 |
| Non-smooth optimization for the estimation of cellular immune components in a tumoral environment Q Klopfenstein Bourgogne Franche-Comté, 2021 | | 2021 |
| Analyse des infiltrats immunitaires CD3 et CD8 chez 1280 malades atteints de cancers coliques de stade III: approche par intelligence artificielle entièrement automatisée V Derangère, Q Klopfenstein, C Reichling, K Le Malicot, C Lepage, ... Morphologie 103 (342), 81, 2019 | | 2019 |
Samuel VaiterCNRS ResearcherAdresse e-mail validée de math.cnrs.fr
