Wydmuch, Marek

1. A no-regret generalization of hierarchical softmax to extreme\n multi-label classification
   2018/10/27 by Marek Wydmuch, Kalina Jasińska, Wydmuch, Marek +7 · 2 citations
   Computer Science · #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Machine Learning and Data Classification #Text and Document Classification Technologies
2. Probabilistic Label Trees for Extreme Multi-label Classification
   2020/09/23 by Kalina Jasinska-Kobus, Jasinska-Kobus, Kalina, Marek Wydmuch +7 · 2 citations
   Computer Science · #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Machine Learning and Data Classification #Spam and Phishing Detection #Text and Document Classification Technologies
3. Tackling prediction tasks in relational databases with LLMs
   2024/11/18 by Marek Wydmuch, Łukasz Borchmann, Wydmuch, Marek +3 · 3 citations
   Computer Science · #Advanced Database Systems and Queries #Computation and Language (cs.CL) #Data Mining Algorithms and Applications #Databases (cs.DB) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Semantic Web and Ontologies
4. Multilingual hierarchical classification of job advertisements for job vacancy statistics
   2024/11/06 by Maciej Beręsewicz, Marek Wydmuch, Beręsewicz, Maciej +5 · 2 voices · 1 citation
   Computer Science · #Authorship Attribution and Profiling #Natural Language Processing Techniques #Recommender Systems and Techniques #econ.GN #stat.AP #stat.ML
5. Consistent algorithms for multi-label classification with macro-at-k metrics
   2024/01/29 by Erik Schultheis, Schultheis, Erik, Wojciech Kotłowski +9 · 1 citation
   Computer Science · #FOS: Computer and information sciences #Machine Learning (cs.LG) #Text and Document Classification Technologies
6. A General Online Algorithm for Optimizing Complex Performance Metrics
   2024/06/20 by Wojciech Kotłowski, Marek Wydmuch, Kotłowski, Wojciech +7 · 1 citation
   Computer Science · #Cloud Computing and Resource Management #Distributed and Parallel Computing Systems #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
7. Query and Conquer: Execution-Guided SQL Generation
   2025/03/31 by Borchmann, Łukasz, Wydmuch, Marek · 2 citations
   #Computation and Language (cs.CL) #FOS: Computer and information sciences