Privacy Preserving Machine Learning for Electronic Health Records using Federated Learning and Differential Privacyby Naif…
Fair Clustering: Critique, Caveats, and Future Directionsby John Dickerson, Seyed A. Esmaeili, Jamie Morgenstern, Claire…
EVCL: Elastic Variational Continual Learning with Weight Consolidationby Hunar Batra, Ronald ClarkFirst submitted to arxiv…
Ladder: A Model-Agnostic Framework Boosting LLM-based Machine Translation to the Next Levelby Zhaopeng Feng, Ruizhe…
Modeling Unknown Stochastic Dynamical System Subject to External Excitationby Yuan Chen, Dongbin XiuFirst submitted to…
The Perils of Optimizing Learned Reward Functions: Low Training Error Does Not Guarantee Low Regretby…
Multimodal Segmentation for Vocal Tract Modelingby Rishi Jain, Bohan Yu, Peter Wu, Tejas Prabhune, Gopala…
EDGE-LLM: Enabling Efficient Large Language Model Adaptation on Edge Devices via Layerwise Unified Compression and…
ICM Ensemble with Novel Betting Functions for Concept Driftby Charalambos Eliades, Harris PapadopoulosFirst submitted to…
Rethinking the Diffusion Models for Numerical Tabular Data Imputation from the Perspective of Wasserstein Gradient…