COLEP: Certifiably Robust Learning-Reasoning Conformal Prediction via Probabilistic Circuitsby Mintong Kang, Nezihe Merve Gürel, Linyi…
IGANN Sparse: Bridging Sparsity and Interpretability with Non-linear Insightby Theodor Stoecker, Nico Hambauer, Patrick Zschech,…
TransPeakNet: Solvent-Aware 2D NMR Prediction via Multi-Task Pre-Training and Unsupervised Learningby Yunrui Li, Hao Xu,…
SelfIE: Self-Interpretation of Large Language Model Embeddingsby Haozhe Chen, Carl Vondrick, Chengzhi MaoFirst submitted to…
Energy-Based Models with Applications to Speech and Language Processingby Zhijian OuFirst submitted to arxiv on:…
IoTCO2: Assessing the End-To-End Carbon Footprint of Internet-of-Things-Enabled Deep Learningby Fan Chen, Shahzeen Attari, Gayle…
Edge Private Graph Neural Networks with Singular Value Perturbationby Tingting Tang, Yue Niu, Salman Avestimehr,…
N2F2: Hierarchical Scene Understanding with Nested Neural Feature Fieldsby Yash Bhalgat, Iro Laina, João F.…
Forward Learning of Graph Neural Networksby Namyong Park, Xing Wang, Antoine Simoulin, Shuai Yang, Grey…
Improved Algorithm and Bounds for Successive Projectionby Jiashun Jin, Zheng Tracy Ke, Gabriel Moryoussef, Jiajun…