How Well Can a Long Sequence Model Model Long Sequences? Comparing Architechtural Inductive Biases on…
Deep-Graph-Sprints: Accelerated Representation Learning in Continuous-Time Dynamic Graphsby Ahmad Naser Eddin, Jacopo Bono, David AparÃcio,…
Estimating the stability number of a random graph using convolutional neural networksby Randy DavilaFirst submitted…
Rigorous Probabilistic Guarantees for Robust Counterfactual Explanationsby Luca Marzari, Francesco Leofante, Ferdinando Cicalese, Alessandro FarinelliFirst…
The Selective G-Bispectrum and its Inversion: Applications to G-Invariant Networksby Simon Mataigne, Johan Mathe, Sophia…
Frequency and Generalisation of Periodic Activation Functions in Reinforcement Learningby Augustine N. Mavor-Parker, Matthew J.…
DiffPhyCon: A Generative Approach to Control Complex Physical Systemsby Long Wei, Peiyan Hu, Ruiqi Feng,…
Stepping on the Edge: Curvature Aware Learning Rate Tunersby Vincent Roulet, Atish Agarwala, Jean-Bastien Grill,…
Active Label Refinement for Robust Training of Imbalanced Medical Image Classification Tasks in the Presence…
KidSat: satellite imagery to map childhood poverty dataset and benchmarkby Makkunda Sharma, Fan Yang, Duy-Nhat…