Yassine Nemmour

Publication Activity (10 Years)

Years Active: 2019-2023
Publications (10 Years): 12

Top Topics

Semidefinite Programming

Chance Constraints

Model Predictive Control

Top Venues

Publications

Heiner Kremer, Yassine Nemmour, Bernhard Schölkopf, Jia-Jie Zhu
Estimation Beyond Data Reweighting: Kernel Method of Moments. CoRR (2023)
Heiner Kremer, Yassine Nemmour, Bernhard Schölkopf, Jia-Jie Zhu
Estimation Beyond Data Reweighting: Kernel Method of Moments. ICML (2023)
Yassine Nemmour, Heiner Kremer, Bernhard Schölkopf, Jia-Jie Zhu
Maximum Mean Discrepancy Distributionally Robust Nonlinear Chance-Constrained Optimization with Finite-Sample Guarantee. CoRR (2022)
Yassine Nemmour, Heiner Kremer, Bernhard Schölkopf, Jia-Jie Zhu
Maximum Mean Discrepancy Distributionally Robust Nonlinear Chance-Constrained Optimization with Finite-Sample Guarantee. CDC (2022)
Jia-Jie Zhu, Christina Kouridi, Yassine Nemmour, Bernhard Schölkopf
Adversarially Robust Kernel Smoothing. AISTATS (2022)
Diego Agudelo-España, Yassine Nemmour, Bernhard Schölkopf, Jia-Jie Zhu
Learning Random Feature Dynamics for Uncertainty Quantification. CDC (2022)
Diego Agudelo-España, Yassine Nemmour, Bernhard Schölkopf, Jia-Jie Zhu
Shallow Representation is Deep: Learning Uncertainty-aware and Worst-case Random Feature Dynamics. CoRR (2021)
Jia-Jie Zhu, Yassine Nemmour, Bernhard Schölkopf
From Majorization to Interpolation: Distributionally Robust Learning using Kernel Smoothing. CoRR (2021)
Yassine Nemmour, Bernhard Schölkopf, Jia-Jie Zhu
Distributional Robustness Regularized Scenario Optimization with Application to Model Predictive Control. CoRR (2021)
Yassine Nemmour, Bernhard Schölkopf, Jia-Jie Zhu
Approximate Distributionally Robust Nonlinear Optimization with Application to Model Predictive Control: A Functional Approach. L4DC (2021)
Sebastián Gómez-González, Yassine Nemmour, Bernhard Schölkopf, Jan Peters
Reliable Real Time Ball Tracking for Robot Table Tennis. CoRR (2019)
Sebastián Gómez-González, Yassine Nemmour, Bernhard Schölkopf, Jan Peters
Reliable Real-Time Ball Tracking for Robot Table Tennis. Robotics 8 (4) (2019)