KS

Karthikeyan Shanmugam

IBM: 19 patents #5,782 of 70,183Top 9%
Alcatel Lucent: 1 patents #1,993 of 4,169Top 50%
CI Cisco: 1 patents #7,901 of 13,007Top 65%
📍 Elmsford, NY: #19 of 139 inventorsTop 15%
🗺 New York: #6,536 of 115,490 inventorsTop 6%
Overall (All Time): #201,471 of 4,157,543Top 5%
21
Patents All Time

Issued Patents All Time

Showing 1–21 of 21 patents

Patent #TitleCo-InventorsDate
12380177 Root cause analysis using granger causality Ajil Jalal, Bhanukiran Vinzamuri 2025-08-05
12282836 Learning robust predictors using game theory Kartik Ahuja, Kush R. Varshney, Amit Dhurandhar 2025-04-22
12124965 Combinatorial black box optimization with expert advice Hamid Dadkhahi, Jesus Maria Rios Aliaga, Payel Das, Samuel Chung Hoffman 2024-10-22
11983608 Efficient verification of machine learning applications Venkata Sitaramagiridharganesh Ganapavarapu, Kanthi Sarpatwar, Roman Vaculin 2024-05-14
11972344 Simple models using confidence profiles Amit Dhurandhar, Ronny Luss, Peder Andreas Olsen 2024-04-30
11940958 Artificial intelligence software marketplace Michele M. Franceschini, Ashish Jagmohan, Kanthi Sarpatwar, Roman Vaculin 2024-03-26
11915131 Initializing optimization solvers Kartik Ahuja, Amit Dhurandhar, Kush R. Varshney 2024-02-27
11816178 Root cause analysis using granger causality Ajil Jalal, Bhanukiran Vinzamuri 2023-11-14
11764941 Decision tree-based inference on homomorphically-encrypted data without bootstrapping Kanthi Sarpatwar, Nalini K. Ratha, Karthik Nandakumar, Sharathchandra U. Pankanti, Roman Vaculin 2023-09-19
11694110 Aggregated machine learning verification for database Venkata Sitaramagiridharganesh Ganapavarapu, Kanthi Sarpatwar, Roman Vaculin 2023-07-04
11640532 Contrastive explanations for images with monotonic attribute functions Ronny Luss, Pin-Yu Chen, Amit Dhurandhar, Prasanna Sattigeri 2023-05-02
11599806 Depth-constrained knowledge distillation for inference on encrypted data Kanthi Sarpatwar, Nalini K. Ratha, Karthik Nandakumar, Sharathchandra U. Pankanti, Roman Vaculin +1 more 2023-03-07
11586917 Leveraging simple model predictions for enhancing computational performance Amit Dhurandhar, Ronny Luss 2023-02-21
11562228 Efficient verification of machine learning applications Venkata Sitaramagiridharganesh Ganapavarapu, Kanthi Sarpatwar, Roman Vaculin 2023-01-24
11507787 Model agnostic contrastive explanations for structured data Amit Dhurandhar, Pin-Yu Chen, Tejaswini Pedapati, Avinash Balakrishnan, Ruchir Puri 2022-11-22
11502820 Privacy-enhanced decision tree-based inference on homomorphically-encrypted data Nalini K. Ratha, Kanthi Sarpatwar, Sharathchandra U. Pankanti, Karthik Nandakumar, Roman Vaculin 2022-11-15
11475365 Verification of stochastic gradient descent Kanthi Sarpatwar, Venkata Sitaramagiridharganesh Ganapavarapu, Roman Vaculin 2022-10-18
11238129 Root cause analysis using Granger causality Ajil Jalal, Bhanukiran Vinzamuri 2022-02-01
11222242 Contrastive explanations for images with monotonic attribute functions Ronny Luss, Pin-Yu Chen, Amit Dhurandhar, Prasanna Sattigeri 2022-01-11
10275221 Systems and methods for generating data visualization applications Balaji T. Thattai, Chi-Wen Yao, Yee Lau 2019-04-30
9503525 Devices and methods for network-coded and caching-aided content distribution Antonia Tulino, Jaime Llorca 2016-11-22