Summary of Efficiency For Free: Ideal Data Are Transportable Representations, by Peng Sun et al.
Efficiency for Free: Ideal Data Are Transportable Representationsby Peng Sun, Yi Jiang, Tao LinFirst submitted…
Summary of A Structure-aware Framework For Learning Device Placements on Computation Graphs, by Shukai Duan et al.
A Structure-Aware Framework for Learning Device Placements on Computation Graphsby Shukai Duan, Heng Ping, Nikos…
Summary of Adversarial Training Of Two-layer Polynomial and Relu Activation Networks Via Convex Optimization, by Daniel Kuelbs et al.
Adversarial Training of Two-Layer Polynomial and ReLU Activation Networks via Convex Optimizationby Daniel Kuelbs, Sanjay…
Summary of Beyond the Black Box: Do More Complex Deep Learning Models Provide Superior Xai Explanations?, by Mateusz Cedro et al.
Beyond the Black Box: Do More Complex Deep Learning Models Provide Superior XAI Explanations?by Mateusz…
Summary of Ressurv: Cancer Survival Analysis Prediction Model Based on Residual Networks, by Wankang Zhai
ResSurv: Cancer Survival Analysis Prediction Model Based on Residual Networksby Wankang ZhaiFirst submitted to arxiv…
Summary of Aux-nas: Exploiting Auxiliary Labels with Negligibly Extra Inference Cost, by Yuan Gao et al.
Aux-NAS: Exploiting Auxiliary Labels with Negligibly Extra Inference Costby Yuan Gao, Weizhong Zhang, Wenhan Luo,…
Summary of Ab-training: a Communication-efficient Approach For Distributed Low-rank Learning, by Daniel Coquelin et al.
AB-Training: A Communication-Efficient Approach for Distributed Low-Rank Learningby Daniel Coquelin, Katherina Flügel, Marie Weiel, Nicholas…
Summary of Progressive Feedforward Collapse Of Resnet Training, by Sicong Wang and Kuo Gai and Shihua Zhang
Progressive Feedforward Collapse of ResNet Trainingby Sicong Wang, Kuo Gai, Shihua ZhangFirst submitted to arxiv…
Summary of Communication-efficient Training Workload Balancing For Decentralized Multi-agent Learning, by Seyed Mahmoud Sajjadi Mohammadabadi et al.
Communication-Efficient Training Workload Balancing for Decentralized Multi-Agent Learningby Seyed Mahmoud Sajjadi Mohammadabadi, Lei Yang, Feng…
Summary of Scalable Bayesian Inference in the Era Of Deep Learning: From Gaussian Processes to Deep Neural Networks, by Javier Antoran
Scalable Bayesian Inference in the Era of Deep Learning: From Gaussian Processes to Deep Neural…