198 citations
- Carnegie Mellon UniversityUS13 papers
- École PolytechniqueFR8 papers
- Australian National UniversityAU6 papers
- Inception Institute of Artificial IntelligenceAE6 papers
- Nanyang Technological UniversitySG6 papers
- Centre de Mathématiques Appliquées de l'École polytechniqueFR5 papers
- Centre National de la Recherche ScientifiqueFR5 papers
- Technical University of MunichDE5 papers
- Tohoku UniversityJP5 papers
- Hamad bin Khalifa UniversityQA4 papers
- Harbin Institute of TechnologyCN4 papers
- Harvard University PressUS4 papers
8 papers · 1 filter
WattCouncil: Context-Aware Household Energy Scenario Generation With Governed LLMs
Mohannad Takrouri, Nicolas M. Cuadrado A., Martin Takáč
The accelerating shift toward low-carbon power systems, together with the widespread adoption of behind-the-meter technologies such as rooftop solar and electric vehicles, is placi…
New Insight of Variance reduce in Zero-Order Hard-Thresholding: Mitigating Gradient Error and Expansivity Contradictions
Xinzhe Yuan, William de Vazelhes, Bin Gu +1
Hard-thresholding is an important type of algorithm in machine learning that is used to solve constrained optimization problems. However, the true gradient of the objectiv…
Learning to Rank the Initial Branching Order of SAT Solvers
Arvid Eriksson, Gabriel Poesia, Roman Bresson +2
Finding good branching orders is key to solving SAT problems efficiently, but finding such branching orders is a difficult problem. Using a learning based approach to predict a goo…
Improving Enzyme Prediction with Chemical Reaction Equations by Hypergraph-Enhanced Knowledge Graph Embeddings
Tengwei Song, Long Yin, Zhen Han +1
Predicting enzyme-substrate interactions has long been a fundamental problem in biochemistry and metabolic engineering. While existing methods could leverage databases of expert-cu…
Can Large Language Models Bridge the Gap in Environmental Knowledge?
Linda Smail, David Santandreu Calonge, Firuz Kamalov +1
This research investigates the potential of Artificial Intelligence (AI) models to bridge the knowledge gap in environmental education among university students. By focusing on pro…
Causal Explanations for Image Classifiers
Hana Chockler, David A. Kelly, Daniel Kroening +1
Existing algorithms for explaining the output of image classifiers use different definitions of explanations and a variety of techniques to find them. However, none of the existing…