Jonathan Kuck

Publication Activity (10 Years)

Years Active: 2015-2024
Publications (10 Years): 12

Top Topics

Heterogeneous Information Networks

Approximate Inference

Belief Propagation

Top Venues

Publications

Ali Hindy, Rachel Luo, Somrita Banerjee, Jonathan Kuck, Edward Schmerling, Marco Pavone
Diagnostic Runtime Monitoring with Martingales. CoRR (2024)
Rachel Luo, Shengjia Zhao, Jonathan Kuck, Boris Ivanovic, Silvio Savarese, Edward Schmerling, Marco Pavone
Sample-Efficient Safety Assurances Using Conformal Prediction. WAFR (2022)
Rachel Luo, Shengjia Zhao, Jonathan Kuck, Boris Ivanovic, Silvio Savarese, Edward Schmerling, Marco Pavone
Sample-Efficient Safety Assurances using Conformal Prediction. CoRR (2021)
Fan-Yun Sun, Jonathan Kuck, Hao Tang, Stefano Ermon
Equivariant Neural Network for Factor Graphs. CoRR (2021)
Rachel Luo, Shengjia Zhao, Jiaming Song, Jonathan Kuck, Stefano Ermon, Silvio Savarese
Privacy Preserving Recalibration under Domain Shift. CoRR (2020)
Jonathan Kuck, Shuvam Chakraborty, Hao Tang, Rachel Luo, Jiaming Song, Ashish Sabharwal, Stefano Ermon
Belief Propagation Neural Networks. CoRR (2020)
Jonathan Kuck, Shuvam Chakraborty, Hao Tang, Rachel Luo, Jiaming Song, Ashish Sabharwal, Stefano Ermon
Belief Propagation Neural Networks. NeurIPS (2020)
Jonathan Kuck, Tri Dao, Hamid Rezatofighi, Ashish Sabharwal, Stefano Ermon
Approximating the Permanent by Sampling from Adaptive Partitions. CoRR (2019)
Jonathan Kuck, Tri Dao, Hamid Rezatofighi, Ashish Sabharwal, Stefano Ermon
Approximating the Permanent by Sampling from Adaptive Partitions. NeurIPS (2019)
Jonathan Kuck, Tri Dao, Shenjia Zhao, Burak Bartan, Ashish Sabharwal, Stefano Ermon
Adaptive Hashing for Model Counting. UAI (2019)
Jonathan Kuck, Ashish Sabharwal, Stefano Ermon
Approximate Inference via Weighted Rademacher Complexity. AAAI (2018)
Jonathan Kuck, Ashish Sabharwal, Stefano Ermon
Approximate Inference via Weighted Rademacher Complexity. CoRR (2018)
Jonathan Kuck, Honglei Zhuang, Xifeng Yan, Hasan Cam, Jiawei Han
Query-Based Outlier Detection in Heterogeneous Information Networks. EDBT (2015)