Summary of Fale: Fairness-aware Ale Plots For Auditing Bias in Subgroups, by Giorgos Giannopoulos et al.
FALE: Fairness-Aware ALE Plots for Auditing Bias in Subgroupsby Giorgos Giannopoulos, Dimitris Sacharidis, Nikolas Theologitis,…
Summary of Why You Should Not Trust Interpretations in Machine Learning: Adversarial Attacks on Partial Dependence Plots, by Xi Xin et al.
Why You Should Not Trust Interpretations in Machine Learning: Adversarial Attacks on Partial Dependence Plotsby…
Summary of Learning with Norm Constrained, Over-parameterized, Two-layer Neural Networks, by Fanghui Liu et al.
Learning with Norm Constrained, Over-parameterized, Two-layer Neural Networksby Fanghui Liu, Leello Dadi, Volkan CevherFirst submitted…
Summary of Harmonic Machine Learning Models Are Robust, by Nicholas S. Kersting et al.
Harmonic Machine Learning Models are Robustby Nicholas S. Kersting, Yi Li, Aman Mohanty, Oyindamola Obisesan,…
Summary of Learning Mixtures Of Gaussians Using Diffusion Models, by Khashayar Gatmiry et al.
Learning Mixtures of Gaussians Using Diffusion Modelsby Khashayar Gatmiry, Jonathan Kelner, Holden LeeFirst submitted to…
Summary of Enabling Efficient and Flexible Interpretability Of Data-driven Anomaly Detection in Industrial Processes with Acme-ad, by Valentina Zaccaria et al.
Enabling Efficient and Flexible Interpretability of Data-driven Anomaly Detection in Industrial Processes with AcME-ADby Valentina…
Summary of Bridging Data Barriers Among Participants: Assessing the Potential Of Geoenergy Through Federated Learning, by Weike Peng et al.
Bridging Data Barriers among Participants: Assessing the Potential of Geoenergy through Federated Learningby Weike Peng,…
Summary of Solving Partial Differential Equations with Equivariant Extreme Learning Machines, by Hans Harder et al.
Solving Partial Differential Equations with Equivariant Extreme Learning Machinesby Hans Harder, Jean Rabault, Ricardo Vinuesa,…
Summary of Learning Governing Equations Of Unobserved States in Dynamical Systems, by Gevik Grigorian et al.
Learning Governing Equations of Unobserved States in Dynamical Systemsby Gevik Grigorian, Sandip V. George, Simon…
Summary of Terrain Characterisation For Online Adaptability Of Automated Sonar Processing: Lessons Learnt From Operationally Applying Atr to Sidescan Sonar in Mcm Applications, by Thomas Guerneve et al.
Terrain characterisation for online adaptability of automated sonar processing: Lessons learnt from operationally applying ATR…