Karthikeyan SHANMUGAM

Person

Elmsford, NY, US

People

Patents Grantslast 30 patents

Information Patent Grant
Combinatorial black box optimization with expert advice
- Patent number 12,124,965
- Issue date Oct 22, 2024
- International Business Machines Corporation
- Hamid Dadkhahi
- G06 - COMPUTING CALCULATING COUNTING
Information Patent Grant
Efficient verification of machine learning applications
- Patent number 11,983,608
- Issue date May 14, 2024
- International Business Machines Corporation
- Venkata Sitaramagiridharganesh Ganapavarapu
- G06 - COMPUTING CALCULATING COUNTING
Information Patent Grant
Simple models using confidence profiles
- Patent number 11,972,344
- Issue date Apr 30, 2024
- International Business Machines Corporation
- Amit Dhurandhar
- G06 - COMPUTING CALCULATING COUNTING
Information Patent Grant
Artificial intelligence software marketplace
- Patent number 11,940,958
- Issue date Mar 26, 2024
- International Business Machines Corporation
- Michele M. Franceschini
- G06 - COMPUTING CALCULATING COUNTING
Information Patent Grant
Initializing optimization solvers
- Patent number 11,915,131
- Issue date Feb 27, 2024
- International Business Machines Corporation
- Kartik Ahuja
- G06 - COMPUTING CALCULATING COUNTING
Information Patent Grant
Root cause analysis using granger causality
- Patent number 11,816,178
- Issue date Nov 14, 2023
- International Business Machines Corporation
- Ajil Jalal
- G06 - COMPUTING CALCULATING COUNTING
Information Patent Grant
Decision tree-based inference on homomorphically-encrypted data wit...
- Patent number 11,764,941
- Issue date Sep 19, 2023
- International Business Machines Corporation
- Kanthi Sarpatwar
- G06 - COMPUTING CALCULATING COUNTING
Information Patent Grant
Aggregated machine learning verification for database
- Patent number 11,694,110
- Issue date Jul 4, 2023
- International Business Machines Corporation
- Venkata Sitaramagiridharganesh Ganapavarapu
- G06 - COMPUTING CALCULATING COUNTING
Information Patent Grant
Contrastive explanations for images with monotonic attribute functions
- Patent number 11,640,532
- Issue date May 2, 2023
- International Business Machines Corporation
- Ronny Luss
- G06 - COMPUTING CALCULATING COUNTING
Information Patent Grant
Depth-constrained knowledge distillation for inference on encrypted...
- Patent number 11,599,806
- Issue date Mar 7, 2023
- International Business Machines Corporation
- Kanthi Sarpatwar
- G06 - COMPUTING CALCULATING COUNTING
Information Patent Grant
Leveraging simple model predictions for enhancing computational per...
- Patent number 11,586,917
- Issue date Feb 21, 2023
- International Business Machines Corporation
- Amit Dhurandhar
- G06 - COMPUTING CALCULATING COUNTING
Information Patent Grant
Efficient verification of machine learning applications
- Patent number 11,562,228
- Issue date Jan 24, 2023
- International Business Machines Corporation
- Venkata Sitaramagiridharganesh Ganapavarapu
- G06 - COMPUTING CALCULATING COUNTING
Information Patent Grant
Model agnostic contrastive explanations for structured data
- Patent number 11,507,787
- Issue date Nov 22, 2022
- International Business Machines Corporation
- Amit Dhurandhar
- G06 - COMPUTING CALCULATING COUNTING
Information Patent Grant
Privacy-enhanced decision tree-based inference on homomorphically-e...
- Patent number 11,502,820
- Issue date Nov 15, 2022
- International Business Machines Corporation
- Nalini K. Ratha
- G06 - COMPUTING CALCULATING COUNTING
Information Patent Grant
Verification of stochastic gradient descent
- Patent number 11,475,365
- Issue date Oct 18, 2022
- International Business Machines Corporation
- Kanthi Sarpatwar
- G06 - COMPUTING CALCULATING COUNTING
Information Patent Grant
Root cause analysis using Granger causality
- Patent number 11,238,129
- Issue date Feb 1, 2022
- International Business Machines Corporation
- Ajil Jalal
- G06 - COMPUTING CALCULATING COUNTING
Information Patent Grant
Contrastive explanations for images with monotonic attribute functions
- Patent number 11,222,242
- Issue date Jan 11, 2022
- International Business Machines Corporation
- Ronny Luss
- G06 - COMPUTING CALCULATING COUNTING

Patents Applicationslast 30 patents

Information Patent Application
ROOT CAUSE ANALYSIS USING GRANGER CAUSALITY
- Publication number 20240160694
- Publication date May 16, 2024
- International Business Machines Corporation
- Ajil Jalal
- G06 - COMPUTING CALCULATING COUNTING
Information Patent Application
INTERPRETABLE NEURAL NETWORK ARCHITECTURE USING CONTINUED FRACTIONS
- Publication number 20230401438
- Publication date Dec 14, 2023
- International Business Machines Corporation
- Isha Puri
- G06 - COMPUTING CALCULATING COUNTING
Information Patent Application
Joint Sparse Estimation for Covariate Selection in Decision Support...
- Publication number 20230128111
- Publication date Apr 27, 2023
- International Business Machines Corporation
- Kristjan Herbert Greenewald
- G06 - COMPUTING CALCULATING COUNTING
Information Patent Application
Learning Causal Relationships
- Publication number 20230040564
- Publication date Feb 9, 2023
- International Business Machines Corporation
- Qing Wang
- G06 - COMPUTING CALCULATING COUNTING
Information Patent Application
CONDITIONALLY INDEPENDENT DATA GENERATION FOR TRAINING MACHINE LEAR...
- Publication number 20230021338
- Publication date Jan 26, 2023
- International Business Machines Corporation
- Kartik Ahuja
- G06 - COMPUTING CALCULATING COUNTING
Information Patent Application
BLACK BOX OPTIMIZATION OVER CATEGORICAL VARIABLES
- Publication number 20220284305
- Publication date Sep 8, 2022
- International Business Machines Corporation
- Hamid Dadkhahi
- G06 - COMPUTING CALCULATING COUNTING
Information Patent Application
COMBINATORIAL BLACK BOX OPTIMIZATION WITH EXPERT ADVICE
- Publication number 20220180212
- Publication date Jun 9, 2022
- International Business Machines Corporation
- Hamid Dadkhahi
- G06 - COMPUTING CALCULATING COUNTING
Information Patent Application
LEARNING ROBUST PREDICTORS USING GAME THEORY
- Publication number 20220180254
- Publication date Jun 9, 2022
- International Business Machines Corporation
- Kartik Ahuja
- G06 - COMPUTING CALCULATING COUNTING
Information Patent Application
INITIALIZING OPTIMIZATION SOLVERS
- Publication number 20220164644
- Publication date May 26, 2022
- International Business Machines Corporation
- Kartik Ahuja
- G06 - COMPUTING CALCULATING COUNTING
Information Patent Application
ROOT CAUSE ANALYSIS USING GRANGER CAUSALITY
- Publication number 20220100817
- Publication date Mar 31, 2022
- International Business Machines Corporation
- Ajil Jalal
- G06 - COMPUTING CALCULATING COUNTING
Information Patent Application
CONTRASTIVE EXPLANATIONS FOR IMAGES WITH MONOTONIC ATTRIBUTE FUNCTIONS
- Publication number 20220092360
- Publication date Mar 24, 2022
- International Business Machines Corporation
- Ronny Luss
- G06 - COMPUTING CALCULATING COUNTING
Information Patent Application
MODELING EXTERNAL EVENT EFFECTS UPON SYSTEM VARIABLES
- Publication number 20220037020
- Publication date Feb 3, 2022
- International Business Machines Corporation
- Debarun Bhattacharjya
- G06 - COMPUTING CALCULATING COUNTING
Information Patent Application
DEPTH-CONSTRAINED KNOWLEDGE DISTILLATION FOR INFERENCE ON ENCRYPTED...
- Publication number 20210397988
- Publication date Dec 23, 2021
- International Business Machines Corporation
- Kanthi Sarpatwar
- G06 - COMPUTING CALCULATING COUNTING
Information Patent Application
USING NEGATIVE EVIDENCE TO PREDICT EVENT DATASETS
- Publication number 20210383194
- Publication date Dec 9, 2021
- International Business Machines Corporation
- Dharmashankar Subramanian
- G06 - COMPUTING CALCULATING COUNTING
Information Patent Application
PRIVACY-ENHANCED DECISION TREE-BASED INFERENCE ON HOMOMORPHICALLY-E...
- Publication number 20210376995
- Publication date Dec 2, 2021
- International Business Machines Corporation
- Nalini K. Ratha
- G06 - COMPUTING CALCULATING COUNTING
Information Patent Application
Leveraging Simple Model Predictions for Enhancing Computational Per...
- Publication number 20210342685
- Publication date Nov 4, 2021
- International Business Machines Corporation
- Amit Dhurandhar
- G06 - COMPUTING CALCULATING COUNTING
Information Patent Application
Decision tree-based inference on homomorphically-encrypted data wit...
- Publication number 20210344478
- Publication date Nov 4, 2021
- International Business Machines Corporation
- Kanthi Sarpatwar
- G06 - COMPUTING CALCULATING COUNTING
Information Patent Application
VERIFICATION OF STOCHASTIC GRADIENT DESCENT
- Publication number 20210319353
- Publication date Oct 14, 2021
- International Business Machines Corporation
- Kanthi Sarpatwar
- G06 - COMPUTING CALCULATING COUNTING
Information Patent Application
ROOT CAUSE ANALYSIS USING GRANGER CAUSALITY
- Publication number 20210182358
- Publication date Jun 17, 2021
- International Business Machines Corporation
- Ajil Jalal
- G06 - COMPUTING CALCULATING COUNTING
Information Patent Application
CONTRASTIVE EXPLANATIONS FOR IMAGES WITH MONOTONIC ATTRIBUTE FUNCTIONS
- Publication number 20210056355
- Publication date Feb 25, 2021
- International Business Machines Corporation
- Ronny Luss
- G06 - COMPUTING CALCULATING COUNTING
Information Patent Application
AGGREGATED MACHING LEARNING VERIFICATION FOR DATABASE
- Publication number 20200394552
- Publication date Dec 17, 2020
- International Business Machines Corporation
- Venkata Sitaramagiridharganesh Ganapavarapu
- G06 - COMPUTING CALCULATING COUNTING
Information Patent Application
EFFICIENT DATABASE MACHING LEARNING VERIFICATION
- Publication number 20200394471
- Publication date Dec 17, 2020
- International Business Machines Corporation
- Venkata Sitaramagiridharganesh Ganapavarapu
- G06 - COMPUTING CALCULATING COUNTING
Information Patent Application
EFFICIENT VERIFICATION OF MACHING LEARNING APPLICATIONS
- Publication number 20200394470
- Publication date Dec 17, 2020
- International Business Machines Corporation
- Venkata Sitaramagiridharganesh Ganapavarapu
- G06 - COMPUTING CALCULATING COUNTING
Information Patent Application
MODEL AGNOSTIC CONTRASTIVE EXPLANATIONS FOR STRUCTURED DATA
- Publication number 20200193243
- Publication date Jun 18, 2020
- International Business Machines Corporation
- Amit Dhurandhar
- G06 - COMPUTING CALCULATING COUNTING
Information Patent Application
SIMPLE MODELS USING CONFIDENCE PROFILES
- Publication number 20200167642
- Publication date May 28, 2020
- International Business Machines Corporation
- Amit Dhurandhar
- G06 - COMPUTING CALCULATING COUNTING
Information Patent Application
CONTRASTIVE EXPLANATIONS FOR INTERPRETING DEEP NEURAL NETWORKS
- Publication number 20200167641
- Publication date May 28, 2020
- International Business Machines Corporation
- Amit Dhurandhar
- G06 - COMPUTING CALCULATING COUNTING
Information Patent Application
ARTIFICIAL INTELLIGENCE SOFTWARE MARKETPLACE
- Publication number 20190287027
- Publication date Sep 19, 2019
- International Business Machines Corporation
- Michele M. Franceschini
- G06 - COMPUTING CALCULATING COUNTING

Karthikeyan SHANMUGAM

Person

Patents Grantslast 30 patents

Combinatorial black box optimization with expert advice

Efficient verification of machine learning applications

Simple models using confidence profiles

Artificial intelligence software marketplace

Initializing optimization solvers

Root cause analysis using granger causality

Decision tree-based inference on homomorphically-encrypted data wit...

Aggregated machine learning verification for database

Contrastive explanations for images with monotonic attribute functions

Depth-constrained knowledge distillation for inference on encrypted...

Leveraging simple model predictions for enhancing computational per...

Efficient verification of machine learning applications

Model agnostic contrastive explanations for structured data

Privacy-enhanced decision tree-based inference on homomorphically-e...

Verification of stochastic gradient descent

Root cause analysis using Granger causality

Contrastive explanations for images with monotonic attribute functions

Patents Applicationslast 30 patents

ROOT CAUSE ANALYSIS USING GRANGER CAUSALITY

INTERPRETABLE NEURAL NETWORK ARCHITECTURE USING CONTINUED FRACTIONS

Joint Sparse Estimation for Covariate Selection in Decision Support...

Learning Causal Relationships

CONDITIONALLY INDEPENDENT DATA GENERATION FOR TRAINING MACHINE LEAR...

BLACK BOX OPTIMIZATION OVER CATEGORICAL VARIABLES

COMBINATORIAL BLACK BOX OPTIMIZATION WITH EXPERT ADVICE

LEARNING ROBUST PREDICTORS USING GAME THEORY

INITIALIZING OPTIMIZATION SOLVERS

ROOT CAUSE ANALYSIS USING GRANGER CAUSALITY

CONTRASTIVE EXPLANATIONS FOR IMAGES WITH MONOTONIC ATTRIBUTE FUNCTIONS

MODELING EXTERNAL EVENT EFFECTS UPON SYSTEM VARIABLES

DEPTH-CONSTRAINED KNOWLEDGE DISTILLATION FOR INFERENCE ON ENCRYPTED...

USING NEGATIVE EVIDENCE TO PREDICT EVENT DATASETS

PRIVACY-ENHANCED DECISION TREE-BASED INFERENCE ON HOMOMORPHICALLY-E...

Leveraging Simple Model Predictions for Enhancing Computational Per...

Decision tree-based inference on homomorphically-encrypted data wit...

VERIFICATION OF STOCHASTIC GRADIENT DESCENT

ROOT CAUSE ANALYSIS USING GRANGER CAUSALITY

CONTRASTIVE EXPLANATIONS FOR IMAGES WITH MONOTONIC ATTRIBUTE FUNCTIONS

AGGREGATED MACHING LEARNING VERIFICATION FOR DATABASE

EFFICIENT DATABASE MACHING LEARNING VERIFICATION

EFFICIENT VERIFICATION OF MACHING LEARNING APPLICATIONS

MODEL AGNOSTIC CONTRASTIVE EXPLANATIONS FOR STRUCTURED DATA

SIMPLE MODELS USING CONFIDENCE PROFILES

CONTRASTIVE EXPLANATIONS FOR INTERPRETING DEEP NEURAL NETWORKS

ARTIFICIAL INTELLIGENCE SOFTWARE MARKETPLACE