Multi-Criteria Comparison as a Method of Advancing Knowledge-Guided Machine Learningby Jason L. Harman, Jaelle ScheuermanFirst…
Near-Optimal Solutions of Constrained Learning Problemsby Juan Elenter, Luiz F. O. Chamon, Alejandro RibeiroFirst submitted…
Complete and Efficient Graph Transformers for Crystal Material Property Predictionby Keqiang Yan, Cong Fu, Xiaofeng…
Informed Spectral Normalized Gaussian Processes for Trajectory Predictionby Christian Schlauch, Christian Wirth, Nadja KleinFirst submitted…
OCR is All you need: Importing Multi-Modality into Image-based Defect Detection Systemby Chih-Chung Hsu, Chia-Ming…
Linguacodus: A Synergistic Framework for Transformative Code Generation in Machine Learning Pipelinesby Ekaterina Trofimova, Emil…
Nonsmooth Implicit Differentiation: Deterministic and Stochastic Convergence Ratesby Riccardo Grazzi, Massimiliano Pontil, Saverio SalzoFirst submitted…
Meta-Prompting for Automating Zero-shot Visual Recognition with LLMsby M. Jehanzeb Mirza, Leonid Karlinsky, Wei Lin,…
A tutorial on learning from preferences and choices with Gaussian Processesby Alessio Benavoli, Dario AzzimontiFirst…
Fuzzy Rough Choquet Distances for Classificationby Adnan Theerens, Chris CornelisFirst submitted to arxiv on: 18…