19 citations · 77 across the 21 of their papers we have counts for
5 papers · 1 filter
Parallel Multi-Scale Networks with Deep Supervision for Hand Keypoint Detection
Renjie Li, Son Tran, Saurabh Garg +3
Keypoint detection plays an important role in a wide range of applications. However, predicting keypoints of small objects such as human hands is a challenging problem. Recent work…
Mixture Proportion Estimation and PU Learning: A Modern Approach
Saurabh Garg, Yifan Wu, Alex Smola +2
Given only positive examples and unlabeled examples (from both positive and negative classes), we might hope nevertheless to estimate an accurate positive-versus-negative classifie…
SDP: Scalable Real-time Dynamic Graph Partitioner
Md Anwarul Kaium Patwary, Saurabh Garg, Sudheer Kumar Battula +1
Time-evolving large graph has received attention due to their participation in real-world applications such as social networks and PageRank calculation. It is necessary to partitio…
A Taxonomy Study on Securing Blockchain-based Industrial Applications: An Overview, Application Perspectives, Requirements, Attacks, Countermeasures, and Open Issues
Khizar Hameed, Mutaz Barika, Saurabh Garg +2
Blockchain technology has taken on a leading role in today's industrial applications by providing salient features and showing significant performance since its beginning. Blockcha…
RATT: Leveraging Unlabeled Data to Guarantee Generalization
Saurabh Garg, Sivaraman Balakrishnan, J. Zico Kolter +1
To assess generalization, machine learning scientists typically either (i) bound the generalization gap and then (after training) plug in the empirical risk to obtain a bound on th…