Mirzazadeh, Farzaneh
- Hierarchical Optimal Transport for Document Representation
2019/06/26 by Yurochkin, Mikhail, Claici, Sebastian, Chien, Edward +2 · 3 citations
#Computation and Language (cs.CL) #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Machine Learning (cs.LG) #Machine Learning (stat.ML)
- Learning Embeddings into Entropic Wasserstein Spaces
2019/05/08 by Charlie Frogner, Farzaneh Mirzazadeh, Frogner, Charlie +3 · 3 citations
Computer Science · #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Topological and Geometric Data Analysis
- From Large Language Models and Optimization to Decision Optimization CoPilot: A Research Manifesto
2024/02/26 by Segev Wasserkrug, Léonard Boussioux, Wasserkrug, Segev +11 · 4 citations
Computer Science · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (cs.LG) #Optimization and Control (math.OC) #Semantic Web and Ontologies
- Alleviating Label Switching with Optimal Transport
2019/11/05 by Pierre Monteiller, Sebastian Claici, Monteiller, Pierre +9 · 1 citation
Computer Science · Mathematics · Physics and Astronomy · #Bayesian Methods and Mixture Models #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Markov Chains and Monte Carlo Methods #Scientific Research and Discoveries
- BreGMN: scaled-Bregman Generative Modeling Networks
2019/06/01 by Akash Srivastava, Srivastava, Akash, Kristjan Greenewald +3 · 1 citation
Computer Science · #FOS: Computer and information sciences #Gaussian Processes and Bayesian Inference #Generative Adversarial Networks and Image Synthesis #Human Pose and Action Recognition #Machine Learning (cs.LG) #Machine Learning (stat.ML)