Summary of Dreaming Learning, by Alessandro Londei et al.
Dreaming Learningby Alessandro Londei, Matteo Benati, Denise Lanzieri, Vittorio LoretoFirst submitted to arxiv on: 23…
Summary of Deep Learning For Model Correction Of Dynamical Systems with Data Scarcity, by Caroline Tatsuoka and Dongbin Xiu
Deep learning for model correction of dynamical systems with data scarcityby Caroline Tatsuoka, Dongbin XiuFirst…
Summary of On Functional Dimension and Persistent Pseudodimension, by J. Elisenda Grigsby and Kathryn Lindsey
On Functional Dimension and Persistent Pseudodimensionby J. Elisenda Grigsby, Kathryn LindseyFirst submitted to arxiv on:…
Summary of An Effective Theory Of Bias Amplification, by Arjun Subramonian et al.
An Effective Theory of Bias Amplificationby Arjun Subramonian, Samuel J. Bell, Levent Sagun, Elvis DohmatobFirst…
Summary of Understanding Transfer Learning Via Mean-field Analysis, by Gholamali Aminian et al.
Understanding Transfer Learning via Mean-field Analysisby Gholamali Aminian, Łukasz Szpruch, Samuel N. CohenFirst submitted to…
Summary of Qixai: a Quantum-inspired Framework For Enhancing Classical and Quantum Model Transparency and Understanding, by John M. Willis
QIXAI: A Quantum-Inspired Framework for Enhancing Classical and Quantum Model Transparency and Understandingby John M.…
Summary of A Theoretical Study Of Neural Network Expressive Power Via Manifold Topology, by Jiachen Yao et al.
A Theoretical Study of Neural Network Expressive Power via Manifold Topologyby Jiachen Yao, Mayank Goswami,…
Summary of Improving Neuron-level Interpretability with White-box Language Models, by Hao Bai et al.
Improving Neuron-level Interpretability with White-box Language Modelsby Hao Bai, Yi MaFirst submitted to arxiv on:…
Summary of Identifying Sub-networks in Neural Networks Via Functionally Similar Representations, by Tian Gao et al.
Identifying Sub-networks in Neural Networks via Functionally Similar Representationsby Tian Gao, Amit Dhurandhar, Karthikeyan Natesan…
Summary of Metric As Transform: Exploring Beyond Affine Transform For Interpretable Neural Network, by Suman Sapkota
Metric as Transform: Exploring beyond Affine Transform for Interpretable Neural Networkby Suman SapkotaFirst submitted to…