Ilya Trofimov
- NAS-Bench-NLP: Neural Architecture Search Benchmark for Natural Language Processing
2020/06/12 by Nikita Klyuchnikov, Klyuchnikov, Nikita, Ilya Trofimov +9 · 7 citations
Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Topic Modeling
- Learning Topology-Preserving Data Representations
2023/01/31 by Ilya Trofimov, Daniil Cherniavskii, Eduard Tulchinskii +3 · 1 voice · 2 citations
Computer Science · Mathematics · #cs.LG #cs.AI #math.AT #math.KT #math.SG
- Inferring Complementary Products from Baskets and Browsing Sessions
2018/09/25 by Ilya Trofimov, Trofimov, Ilya · 2 citations
Computer Science · Business, Management and Accounting · #Recommender Systems and Techniques #Consumer Market Behavior and Pricing #Sentiment Analysis and Opinion Mining
- QuantNAS for super resolution: searching for efficient quantization-friendly architectures against quantization noise
2022/08/31 by Egor Shvetsov, Shvetsov, Egor, D. Osin +11 · 2 citations
Computer Science · Engineering · #Advanced Image Processing Techniques #Advanced Vision and Imaging #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Image Processing Techniques and Applications
- Using Neural Networks for Click Prediction of Sponsored Search
2014/12/20 by Afroze Ibrahim Baqapuri, Baqapuri, Afroze Ibrahim, Ilya Trofimov +1 · 1 citation
Computer Science · #Advanced Text Analysis Techniques #FOS: Computer and information sciences #Machine Learning (cs.LG) #Neural and Evolutionary Computing (cs.NE) #Video Analysis and Summarization #Web Data Mining and Analysis
- Multi-fidelity Neural Architecture Search with Knowledge Distillation
2020/06/15 by Ilya Trofimov, Nikita Klyuchnikov, Trofimov, Ilya +7 · 1 citation
Computer Science · #Advanced Neural Network Applications #Adversarial Robustness in Machine Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Machine Learning and Data Classification
- Loss Barcode: A Topological Measure of Escapability in Loss Landscapes
2020/12/31 by Serguei Barannikov, Daria Voronkova, Barannikov, Serguei +11 · 1 voice
Computer Science · Mathematics · #Artificial Intelligence (cs.AI) #Domain Adaptation and Few-Shot Learning #Dynamical Systems (math.DS) #FOS: Computer and information sciences #FOS: Mathematics #Human Pose and Action Recognition #Information Theory (cs.IT) #Machine Learning (cs.LG) #Topological and Geometric Data Analysis #cs.AI #cs.IT #cs.LG #math.DS
- Data-Driven Short-Term Daily Operational Sea Ice Regional Forecasting
2022/10/17 by Timofey Grigoryev, Grigoryev, Timofey, Polina Verezemskaya +21 · 1 citation
Earth and Planetary Sciences · Environmental Science · #Arctic and Antarctic ice dynamics #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Methane Hydrates and Related Phenomena #Oceanographic and Atmospheric Processes
- RTD-Lite: Scalable Topological Analysis for Comparing Weighted Graphs in Learning Tasks
2025/03/14 by Eduard Tulchinskii, Tulchinskii, Eduard, Daria Voronkova +7 · 2 citations
Computer Science · #Advanced Graph Neural Networks #Artificial Intelligence (cs.AI) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (cs.LG) #Symplectic Geometry (math.SG) #Topological and Geometric Data Analysis