Markovich, Thomas
- Understanding convolution on graphs via energies
2022/06/22 by Francesco Di Giovanni, James Rowbottom, Di Giovanni, Francesco +7 · 14 citations
Computer Science · Physics and Astronomy · Materials Science · #Advanced Graph Neural Networks #Quantum and electron transport phenomena #Machine Learning in Materials Science
- TwERC: High Performance Ensembled Candidate Generation for Ads Recommendation at Twitter
2023/02/27 by Vanessa Cai, Cai, Vanessa, Pradeep Prabakar +19 · 1 citation
Computer Science · Decision Sciences · #Advanced Bandit Algorithms Research #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Machine Learning (cs.LG) #Recommender Systems and Techniques #Sentiment Analysis and Opinion Mining
- QDC: Quantum Diffusion Convolution Kernels on Graphs
2023/07/20 by Thomas Markovich, Markovich, Thomas · 1 citation
Computer Science · Physics and Astronomy · #Advanced Graph Neural Networks #FOS: Computer and information sciences #FOS: Physical sciences #Machine Learning (cs.LG) #Quantum Physics (quant-ph) #Quantum and electron transport phenomena #Quantum many-body systems
- Causally-guided Regularization of Graph Attention Improves Generalizability
2022/10/20 by Wu, Alexander P., Markovich, Thomas, Berger, Bonnie +2 · 1 citation
#FOS: Computer and information sciences #Machine Learning (cs.LG)