Sebastian Bruch
Publications by Year
Research Areas
Advanced Image and Video Retrieval Techniques, Image Retrieval and Classification Techniques, Data Management and Algorithms, Domain Adaptation and Few-Shot Learning, Machine Learning and Algorithms
Most-Cited Works
- → TF-Ranking(2019)111 cited
- → An Analysis of the Softmax Cross Entropy Loss for Learning-to-Rank with Binary Relevance(2019)89 cited
- → Revisiting Approximate Metric Optimization in the Age of Deep Neural Networks(2019)73 cited
- → A Stochastic Treatment of Learning to Rank Scoring Functions(2020)64 cited
- → Efficient Inverted Indexes for Approximate Retrieval over Learned Sparse Representations(2024)35 cited
- → An Analysis of Fusion Functions for Hybrid Retrieval(2023)32 cited
- → Efficient and Effective Tree-based and Neural Learning to Rank(2023)17 cited
- → Foundations of Vector Retrieval(2024)16 cited
- → An Approximate Algorithm for Maximum Inner Product Search over Streaming Sparse Vectors(2023)12 cited
- → ReNeuIR: Reaching Efficiency in Neural Information Retrieval(2022)12 cited