MTLComb: multi-task learning combining regression and classification tasks for joint feature selectionby Han Cao, Sivanesan…
Scaling convolutional neural networks achieves expert-level seizure detection in neonatal EEGby Robert Hogan, Sean R.…
The Real Price of Bandit Information in Multiclass Classificationby Liad Erez, Alon Cohen, Tomer Koren,…
SynthesizRR: Generating Diverse Datasets with Retrieval Augmentationby Abhishek Divekar, Greg DurrettFirst submitted to arxiv on:…
CLIP with Quality Captions: A Strong Pretraining for Vision Tasksby Pavan Kumar Anasosalu Vasu, Hadi…
RS-Reg: Probabilistic and Robust Certified Regression Through Randomized Smoothingby Aref Miri Rekavandi, Olga Ohrimenko, Benjamin…
Beyond the Black Box: Do More Complex Deep Learning Models Provide Superior XAI Explanations?by Mateusz…
A Survey of Large Language Models for Graphsby Xubin Ren, Jiabin Tang, Dawei Yin, Nitesh…
Data Imputation by Pursuing Better Classification: A Supervised Kernel-Based Methodby Ruikai Yang, Fan He, Mingzhen…
Integrating Multi-Physics Simulations and Machine Learning to Define the Spatter Mechanism and Process Window in…