Inventor

SHANMUGAM KARTHIKEYAN

US23 patents

⚠️ This page may combine multiple inventors who share the name “SHANMUGAM KARTHIKEYAN”. Patents are grouped by organization below to help distinguish them — per-person disambiguation is on the roadmap.

SHANMUGAM KARTHIKEYAN

IBM

Root cause analysis using granger causality

Root cause analysis using Granger causality

Artificial intelligence software marketplace

Decision tree-based inference on homomorphically-encrypted data without bootstrapping

Privacy-enhanced decision tree-based inference on homomorphically-encrypted data

Contrastive explanations for images with monotonic attribute functions

Efficient verification of machine learning applications

Contrastive explanations for images with monotonic attribute functions

Model agnostic contrastive explanations for structured data

Depth-constrained knowledge distillation for inference on encrypted data

Aggregated machine learning verification for database

Verification of stochastic gradient descent

Leveraging simple model predictions for enhancing computational performance

Root cause analysis using granger causality

Accurate and query-efficient model agnostic explanations

Efficient verification of machine learning applications

Simple models using confidence profiles

Using negative evidence to predict event datasets

Learning robust predictors using game theory

Initializing optimization solvers

Combinatorial black box optimization with expert advice

CISCO TECH INC

Systems and methods for generating data visualization applications

TULINO ANTONIA

Devices and methods for network-coded and caching-aided content distribution