Kuck's research interests include combinatorial optimization, approximate probabilistic inference, combining probabilistic modeling with deep learning, graph neural networks and learning on irregular data (graphs, sets, and point clouds), robotic perception (object detection and tracking), and uncertainty quantification. Below is a list of his publications.
Approximating the Permanent by Sampling from Adaptive Partitions (Jonathan Kuck, Tri Dao, Hamid Rezatofighi, Ashish Sabharwal, Stefano Ermon) Neural Information Processing Systems (NeurIPS), 2019(paper)
Adaptive Hashing for Model Counting (Jonathan Kuck, Tri Dao, Shenjia Zhao, Burak Bartan, Ashish Sabharwal, Stefano Ermon) Uncertainty in Artificial Intelligence (UAI), 2019(paper)
Approximate Inference via Weighted Rademacher Complexity (Jonathan Kuck, Ashish Sabharwal, Stefano Ermon) Conference on Artificial Intelligence (AAAI), 2018(paper)
Query-Based Outlier Detection in Heterogeneous Information Networks (Jonathan Kuck*, Honglei Zhuang*, Xifeng Yan, Hasan Cam, Jiawei Han) International Conference on Extending Database Technology (EDBT), 2015(paper)
Career
2020 PhD Completion from Stanford University
After completing his PhD in Computer Science from Stanford, Kuck now works on combinatorial optimization, machine learning, and perception at Dexterity.
2014 Winter Olympics
Trials
On December 27, 2013, Kuck won the Men's 5000-meters by more than 6 seconds at the U.S. Olympic Speedskating Trials in Utah to earn a spot on the U.S. Olympic team competing in Sochi in February.[3]
In the 10000 m, Kuck placed 8th with a time of 13:31.78. He was the highest American finish.[4]
The American pursuit team consisted of Kuck, Chad Hedrick, Brian Hansen, and Trevor Marsicano. Kuck, Hedrick, and Marsicano eliminated Japan in the quarterfinal, which advanced them to face the heavily favored Netherlands in the semifinal.[5] Kuck, Hedrick, and Hansen then beat the Dutch team by .4 seconds, with a final time of 3:42.71.[6]
The American team were defeated by the Canadian in the gold medal final. The same trio that skated the semifinal trailed Canada in the gold medal final by as much as 0.73 seconds early in the race, trimming that margin to 0.21 at the finish with a time of 3:41.58. The Canadians hit the line at 3:41.37 to win the gold medal, leaving the American team with silver. The bronze went to the Netherlands, which set an Olympic record in the B final with a time of 3:39.95.[7]
During the 2009- 2010 season, Kuck competed in the 1000m, 1500m 5/10,000m in World Cup events. Kuck won a silver medal at the 2010 World Allround Championships
During the 2010-11 season, Kuck consistently placed in the top 10 on the World Cup circuit. He capped the season with a World Championship title in the Team Pursuit. In November 2011, Kuck won the 3000m title at the U.S. Single Distance Championships.
Results
Season
Place
500m
5000m
1500m
10000m
points
09/10
36.31 (3)
6:23.47 (4)
1:45.36 (1)
13:15.62 (4)
149.558
10/11
5
35.97 (9)
6:17.88 (8)
1:43.12 (2)
13:11.24 (6)
147.693
11/12
6
36.90 (10)
6:27.15 (8)
1:48.41 (11)
13:30.88 (6)
152.295
12/13
13
37.41 (18)
6:27.62 (9)
1:48.44 (12)
112.318
World Junior Championships
Kuck was the 2008 and 2009 U.S. Junior Speedskating Champion and took second overall at the 2009 World Junior Speedskating Championships.
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