The Joint Effect of Task Similarity and Overparameterization on Catastrophic Forgetting – An Analytical Modelby…
Learning from Aggregate responses: Instance Level versus Bag Level Loss Functionsby Adel Javanmard, Lin Chen,…
Linear Recursive Feature Machines provably recover low-rank matricesby Adityanarayanan Radhakrishnan, Mikhail Belkin, Dmitriy DrusvyatskiyFirst submitted…
Financial Time-Series Forecasting: Towards Synergizing Performance And Interpretability Within a Hybrid Machine Learning Approachby Shun…
A Novel Explanation Against Linear Neural Networksby Anish LakkapragadaFirst submitted to arxiv on: 30 Dec…
Robust and Sparse Estimation of Linear Regression Coefficients with Heavy-tailed Noises and Covariatesby Takeyuki SasaiFirst…