655 citations
- Korea Electric Power Corporation (South Korea)KR8 papers
- University of CambridgeGB8 papers
- Centre National de la Recherche ScientifiqueFR7 papers
- Imperial College LondonGB7 papers
- Laboratoire de Physique des 2 Infinis Irène Joliot-CurieFR7 papers
- Centre de physique des particules de MarseilleFR6 papers
- Stanford UniversityUS6 papers
- Massachusetts Institute of TechnologyUS5 papers
- Meta (Israel)IL5 papers
- The University of MelbourneAU5 papers
- University of OxfordGB5 papers
- Cornell UniversityUS4 papers
15 papers · 1 filter
Adversarial recovery of agent rewards from latent spaces of the limit order book
Jacobo Roa-Vicens, Yuanbo Wang, Virgile Mison +2
Inverse reinforcement learning has proved its ability to explain state-action trajectories of expert agents by recovering their underlying reward functions in increasingly challeng…
Addressing Marketing Bias in Product Recommendations
Mengting Wan, Jianmo Ni, Rishabh Misra +1
Modern collaborative filtering algorithms seek to provide personalized product recommendations by uncovering patterns in consumer-product interactions. However, these interactions…
Waiting but not Aging: Optimizing Information Freshness Under the Pull Model
Fengjiao Li, Yu Sang, Zhongdong Liu +3
The Age-of-Information is an important metric for investigating the timeliness performance in information-update systems. In this paper, we study the AoI minimization problem under…
MALA: Cross-Domain Dialogue Generation with Action Learning
Xinting Huang, Jianzhong Qi, Yu Sun +1
Response generation for task-oriented dialogues involves two basic components: dialogue planning and surface realization. These two components, however, have a discrepancy in their…
Statistically Robust Neural Network Classification
Benjie Wang, Stefan Webb, Tom Rainforth
Despite their numerous successes, there are many scenarios where adversarial risk metrics do not provide an appropriate measure of robustness. For example, test-time perturbations…
Lithium in red giant stars: Constraining non-standard mixing with large surveys in the Gaia era
C. Charbonnel, N. Lagarde, G. Jasniewicz +7
Lithium is extensively known to be a good tracer of non-standard mixing processes occurring in stellar interiors. We present the results of a new large Lithium survey in red giant…