Summary of Neural Networks Generalize on Low Complexity Data, by Sourav Chatterjee et al.
Neural Networks Generalize on Low Complexity Databy Sourav Chatterjee, Timothy SudijonoFirst submitted to arxiv on:…
Summary of Convexecg: Lightweight and Explainable Neural Networks For Personalized, Continuous Cardiac Monitoring, by Rayan Ansari et al.
ConvexECG: Lightweight and Explainable Neural Networks for Personalized, Continuous Cardiac Monitoringby Rayan Ansari, John Cao,…
Summary of Optimal Classification-based Anomaly Detection with Neural Networks: Theory and Practice, by Tian-yi Zhou et al.
Optimal Classification-based Anomaly Detection with Neural Networks: Theory and Practiceby Tian-Yi Zhou, Matthew Lau, Jizhou…
Summary of Manifold Learning Via Foliations and Knowledge Transfer, by E. Tron et al.
Manifold Learning via Foliations and Knowledge Transferby E. Tron, E. FioresiFirst submitted to arxiv on:…
Summary of Approximation Bounds For Recurrent Neural Networks with Application to Regression, by Yuling Jiao et al.
Approximation Bounds for Recurrent Neural Networks with Application to Regressionby Yuling Jiao, Yang Wang, Bokai…
Summary of Learning with Shared Representations: Statistical Rates and Efficient Algorithms, by Xiaochun Niu et al.
Learning with Shared Representations: Statistical Rates and Efficient Algorithmsby Xiaochun Niu, Lili Su, Jiaming Xu,…
Summary of Beyond Unconstrained Features: Neural Collapse For Shallow Neural Networks with General Data, by Wanli Hong et al.
Beyond Unconstrained Features: Neural Collapse for Shallow Neural Networks with General Databy Wanli Hong, Shuyang…
Summary of On the Optimal Approximation Of Sobolev and Besov Functions Using Deep Relu Neural Networks, by Yunfei Yang
On the optimal approximation of Sobolev and Besov functions using deep ReLU neural networksby Yunfei…
Summary of On Expressive Power Of Quantized Neural Networks Under Fixed-point Arithmetic, by Geonho Hwang et al.
On Expressive Power of Quantized Neural Networks under Fixed-Point Arithmeticby Geonho Hwang, Yeachan Park, Sejun…
Summary of Artificial Neural Network and Deep Learning: Fundamentals and Theory, by M. M. Hammad
Artificial Neural Network and Deep Learning: Fundamentals and Theoryby M. M. HammadFirst submitted to arxiv…