News for the Publication Category: Cornell University

Zero-Round Active Learning

Si Chen, Ruoxi Jia
In Cornell University, : , 07/2021
Citatations: BibTeX

New! Learnability of Learning Performance and Its Application to Data Valuation

Ruoxi Jia
In Cornell University, : , 07/2021
Citatations: BibTeX

New! A Unified Framework for Task-Driven Data Quality Management

Ruoxi Jia
In Cornell University, : , 06/2021
Citatations: BibTeX

New! One-Round Active Learning

Si Chen, Ruoxi Jia
In Cornell University, : , 04/2021
Citatations: BibTeX

New! Rethinking the Backdoor Attacks’ Triggers: A Frequency Perspective

Ruoxi Jia
In Cornell University, : , 04/2021
Citatations: BibTeX

New! DPlis: Boosting Utility of Differentially Private Deep Learning via Randomized Smoothing

Ruoxi Jia
In Cornell University, : , 06/2021
Citatations: BibTeX

New! GCNNMatch: Graph Convolutional Neural Networks for Multi-Object Tracking via Sinkhorn Normalization

Anuj Karpatne 
In Cornell University, : , 04/2021
Citatations: BibTeX

New! Maximizing Cohesion and Separation in Graph Representation Learning: A Distance-aware Negative Sampling Approach

Anuj Karpatne , M. Maruf
In Cornell University, : , 01/2021
Citatations: BibTeX

CoPhy-PGNN: Learning Physics-guided Neural Networks with Competing Loss Functions for Solving Eigenvalue Problems

Jie Bu, Anuj Karpatne 
In Cornell University, : , 06/2021
Citatations: BibTeX

New! PID-GAN: A GAN Framework based on a Physics-informed Discriminator for Uncertainty Quantification with Physics

Arka Daw, Anuj Karpatne 
In Cornell University, : , 06/2021
Citatations: BibTeX