Claici, Sebastian
- Stochastic Wasserstein Barycenters
2018/02/15 by Sebastian Claici, Claici, Sebastian, Edward Chien +3 · 6 citations
Computer Science · Mathematics · Physics and Astronomy · #FOS: Computer and information sciences #FOS: Mathematics #Geometric Analysis and Curvature Flows #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Optimization and Control (math.OC) #Statistical Mechanics and Entropy #Topological and Geometric Data Analysis
- 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)
- Parallel Streaming Wasserstein Barycenters
2017/05/21 by Staib, Matthew, Claici, Sebastian, Solomon, Justin +1 · 2 citations
#Computation (stat.CO) #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Optimization and Control (math.OC)
- 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
- Incorporating Unlabeled Data into Distributionally Robust Learning
2019/12/16 by Charlie Frogner, Frogner, Charlie, Sebastian Claici +5 · 1 citation
Computer Science · Decision Sciences · #Advanced Bandit Algorithms Research #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Machine Learning and Algorithms