Diptikalyan Saha

Person

Bangalore, IN

People

Patents Grantslast 30 patents

Information Patent Grant
Localization-based test generation for individual fairness testing...
- Patent number 12,147,906
- Issue date Nov 19, 2024
- International Business Machines Corporation
- Diptikalyan Saha
- G06 - COMPUTING CALCULATING COUNTING
Information Patent Grant
Generation of causal explanations for text models
- Patent number 12,099,805
- Issue date Sep 24, 2024
- International Business Machines Corporation
- Naveen Panwar
- G06 - COMPUTING CALCULATING COUNTING
Information Patent Grant
Multi-agent conversational agent framework
- Patent number 12,086,561
- Issue date Sep 10, 2024
- International Business Machines Corporation
- Ashish Mittal
- G06 - COMPUTING CALCULATING COUNTING
Information Patent Grant
Feature selection using hypergraphs
- Patent number 12,045,317
- Issue date Jul 23, 2024
- International Business Machines Corporation
- Eliran Roffe
- G06 - COMPUTING CALCULATING COUNTING
Information Patent Grant
Automatically testing artificial intelligence models in connection...
- Patent number 12,026,087
- Issue date Jul 2, 2024
- International Business Machines Corporation
- Sandeep Hans
- G06 - COMPUTING CALCULATING COUNTING
Information Patent Grant
Scalable identification of duplicate datasets in heterogeneous data...
- Patent number 11,886,385
- Issue date Jan 30, 2024
- International Business Machines Corporation
- Praduemn K. Goyal
- G06 - COMPUTING CALCULATING COUNTING
Information Patent Grant
Data quality-based computations for KPIs derived from time-series data
- Patent number 11,860,727
- Issue date Jan 2, 2024
- International Business Machines Corporation
- Vitobha Munigala
- G06 - COMPUTING CALCULATING COUNTING
Information Patent Grant
Path-coverage directed black box API testing
- Patent number 11,768,758
- Issue date Sep 26, 2023
- International Business Machines Corporation
- Diptikalyan Saha
- G06 - COMPUTING CALCULATING COUNTING
Information Patent Grant
Automatically modifying responses from generative models using arti...
- Patent number 11,741,296
- Issue date Aug 29, 2023
- International Business Machines Corporation
- Nishtha Madaan
- G06 - COMPUTING CALCULATING COUNTING
Information Patent Grant
Post-hoc improvement of instance-level and group-level prediction m...
- Patent number 11,734,585
- Issue date Aug 22, 2023
- International Business Machines Corporation
- Manish Bhide
- G06 - COMPUTING CALCULATING COUNTING
Information Patent Grant
Content modification using natural language processing to include f...
- Patent number 11,714,963
- Issue date Aug 1, 2023
- International Business Machines Corporation
- Seema Nagar
- G06 - COMPUTING CALCULATING COUNTING
Information Patent Grant
Automated testing of dialog systems
- Patent number 11,645,470
- Issue date May 9, 2023
- International Business Machines Corporation
- Arpan Losalka
- G06 - COMPUTING CALCULATING COUNTING
Information Patent Grant
Determining data representative of bias within a model
- Patent number 11,636,386
- Issue date Apr 25, 2023
- International Business Machines Corporation
- Pranay Kumar Lohia
- G06 - COMPUTING CALCULATING COUNTING
Information Patent Grant
User explanation guided machine learning
- Patent number 11,636,331
- Issue date Apr 25, 2023
- International Business Machines Corporation
- Deepak Vijaykeerthy
- G06 - COMPUTING CALCULATING COUNTING
Information Patent Grant
Testing bias checkers
- Patent number 11,556,747
- Issue date Jan 17, 2023
- International Business Machines Corporation
- Kuntal Dey
- G06 - COMPUTING CALCULATING COUNTING
Information Patent Grant
Generating data migration plan for in-place encryption of data
- Patent number 11,537,724
- Issue date Dec 27, 2022
- International Business Machines Corporation
- Akshar Kaul
- G06 - COMPUTING CALCULATING COUNTING
Information Patent Grant
Generating explanations for context aware sequence-to-sequence models
- Patent number 11,521,065
- Issue date Dec 6, 2022
- International Business Machines Corporation
- Rachamalla Anirudh Reddy
- G06 - COMPUTING CALCULATING COUNTING
Information Patent Grant
Bias source identification and de-biasing of a dataset
- Patent number 11,475,331
- Issue date Oct 18, 2022
- International Business Machines Corporation
- Manish Anand Bhide
- G06 - COMPUTING CALCULATING COUNTING
Information Patent Grant
Trustworthiness of artificial intelligence models in presence of an...
- Patent number 11,455,554
- Issue date Sep 27, 2022
- International Business Machines Corporation
- Pranay Kumar Lohia
- G06 - COMPUTING CALCULATING COUNTING
Information Patent Grant
Automated test case generation for deep neural networks and other m...
- Patent number 11,379,347
- Issue date Jul 5, 2022
- International Business Machines Corporation
- Diptikalyan Saha
- G06 - COMPUTING CALCULATING COUNTING
Information Patent Grant
Domain aware explainable anomaly and drift detection for multi-vari...
- Patent number 11,321,304
- Issue date May 3, 2022
- International Business Machines Corporation
- Sandeep Hans
- G06 - COMPUTING CALCULATING COUNTING
Information Patent Grant
Data quality-based confidence computations for KPIs derived from ti...
- Patent number 11,314,584
- Issue date Apr 26, 2022
- International Business Machines Corporation
- Vitobha Munigala
- G06 - COMPUTING CALCULATING COUNTING
Information Patent Grant
Determining model-related bias associated with training data
- Patent number 11,302,096
- Issue date Apr 12, 2022
- International Business Machines Corporation
- Pranay Kumar Lohia
- G06 - COMPUTING CALCULATING COUNTING
Information Patent Grant
Domain query execution using user-provided definition
- Patent number 11,294,907
- Issue date Apr 5, 2022
- International Business Machines Corporation
- Jaydeep Sen
- G06 - COMPUTING CALCULATING COUNTING
Information Patent Grant
Natural language interface databases
- Patent number 11,200,222
- Issue date Dec 14, 2021
- International Business Machines Corporation
- Jaydeep Sen
- G06 - COMPUTING CALCULATING COUNTING
Information Patent Grant
Automatic semantic analysis and comparison of chatbot capabilities
- Patent number 11,163,960
- Issue date Nov 2, 2021
- International Business Machines Corporation
- Diptikalyan Saha
- G06 - COMPUTING CALCULATING COUNTING
Information Patent Grant
Generating nested database queries from natural language queries
- Patent number 11,036,726
- Issue date Jun 15, 2021
- International Business Machines Corporation
- Jaydeep Sen
- G06 - COMPUTING CALCULATING COUNTING
Information Patent Grant
Automated testing of dialog systems
- Patent number 10,984,198
- Issue date Apr 20, 2021
- International Business Machines Corporation
- Arpan Losalka
- G06 - COMPUTING CALCULATING COUNTING
Information Patent Grant
Automated generation of test cases for analyzing natural-language-i...
- Patent number 10,977,164
- Issue date Apr 13, 2021
- International Business Machines Corporation
- Diptikalyan Saha
- G06 - COMPUTING CALCULATING COUNTING
Information Patent Grant
Automated test case generation for deep neural networks and other m...
- Patent number 10,956,310
- Issue date Mar 23, 2021
- International Business Machines Corporation
- Diptikalyan Saha
- G06 - COMPUTING CALCULATING COUNTING

Patents Applicationslast 30 patents

Information Patent Application
FAULT SET SELECTION
- Publication number 20250004929
- Publication date Jan 2, 2025
- International Business Machines Corporation
- Mudit VERMA
- G06 - COMPUTING CALCULATING COUNTING
Information Patent Application
RESILIENCY TESTING OF APPLICATIONS AND COMPUTE INFRASTRUCTURES
- Publication number 20240394162
- Publication date Nov 28, 2024
- International Business Machines Corporation
- Sandeep Hans
- G06 - COMPUTING CALCULATING COUNTING
Information Patent Application
FAULT INJECTION OPTIMIZATION USING APPLICATION CHARACTERISTICS UNDE...
- Publication number 20240385950
- Publication date Nov 21, 2024
- International Business Machines Corporation
- Mudit Verma
- G06 - COMPUTING CALCULATING COUNTING
Information Patent Application
IMPUTING MISSING VALUES IN A DATASET IN THE PRESENCE OF DATA QUALIT...
- Publication number 20240362522
- Publication date Oct 31, 2024
- International Business Machines Corporation
- Vijay Arya
- G06 - COMPUTING CALCULATING COUNTING
Information Patent Application
AUTOMATED APPLICATION PROGRAMMING INTERFACE TESTING
- Publication number 20240320130
- Publication date Sep 26, 2024
- International Business Machines Corporation
- Devika Sondhi
- G06 - COMPUTING CALCULATING COUNTING
Information Patent Application
PORTING EXPLANATIONS BETWEEN MACHINE LEARNING MODELS
- Publication number 20240303552
- Publication date Sep 12, 2024
- International Business Machines Corporation
- Diptikalyan Saha
- G06 - COMPUTING CALCULATING COUNTING
Information Patent Application
TEST CASE GENERATION
- Publication number 20240289260
- Publication date Aug 29, 2024
- International Business Machines Corporation
- Vijay Arya
- G06 - COMPUTING CALCULATING COUNTING
Information Patent Application
MODEL-AGNOSTIC EXPLAINABILITY FOR MULTIMODAL ARTIFICIAL INTELLIGENC...
- Publication number 20240265237
- Publication date Aug 8, 2024
- International Business Machines Corporation
- Vijay Arya
- G06 - COMPUTING CALCULATING COUNTING
Information Patent Application
TESTING CASCADED DEEP LEARNING PIPELINES COMPRISING A SPEECH-TO-TEX...
- Publication number 20240194184
- Publication date Jun 13, 2024
- International Business Machines Corporation
- Swagatam Haldar
- G06 - COMPUTING CALCULATING COUNTING
Information Patent Application
MODEL TESTING USING TEST SAMPLE UNCERTAINTY
- Publication number 20240185027
- Publication date Jun 6, 2024
- International Business Machines Corporation
- Deepak Vijaykeerthy
- G06 - COMPUTING CALCULATING COUNTING
Information Patent Application
GENERATING SURROGATE PROGRAMS USING ACTIVE LEARNING
- Publication number 20240094995
- Publication date Mar 21, 2024
- International Business Machines Corporation
- Swagatam Haldar
- G06 - COMPUTING CALCULATING COUNTING
Information Patent Application
GLOBAL CONTEXT EXPLAINERS FOR ARTIFICIAL INTELLIGENCE (AI) SYSTEMS...
- Publication number 20230419137
- Publication date Dec 28, 2023
- International Business Machines Corporation
- Vijay ARYA
- G06 - COMPUTING CALCULATING COUNTING
Information Patent Application
SCALABLE IDENTIFICATION OF DUPLICATE DATASETS IN HETEROGENEOUS DATA...
- Publication number 20230394011
- Publication date Dec 7, 2023
- International Business Machines Corporation
- Praduemn K. Goyal
- G06 - COMPUTING CALCULATING COUNTING
Information Patent Application
POST-HOC IMPROVEMENT OF INSTANCE-LEVEL AND GROUP-LEVEL PREDICTION M...
- Publication number 20230229943
- Publication date Jul 20, 2023
- International Business Machines Corporation
- Manish Bhide
- G06 - COMPUTING CALCULATING COUNTING
Information Patent Application
AUTOMATICALLY TESTING ARTIFICIAL INTELLIGENCE MODELS IN CONNECTION...
- Publication number 20230168994
- Publication date Jun 1, 2023
- International Business Machines Corporation
- Sandeep Hans
- G06 - COMPUTING CALCULATING COUNTING
Information Patent Application
FEATURE SELECTION USING HYPERGRAPHS
- Publication number 20230161846
- Publication date May 25, 2023
- International Business Machines Corporation
- Eliran ROFFE
- G06 - COMPUTING CALCULATING COUNTING
Information Patent Application
GENERATION OF CAUSAL EXPLANATIONS FOR TEXT MODELS
- Publication number 20230161960
- Publication date May 25, 2023
- International Business Machines Corporation
- Naveen Panwar
- G06 - COMPUTING CALCULATING COUNTING
Information Patent Application
RULE GENERATION FOR MACHINE-LEARNING MODEL DISCRIMINATORY REGIONS
- Publication number 20230125963
- Publication date Apr 27, 2023
- International Business Machines Corporation
- Diptikalyan Saha
- G06 - COMPUTING CALCULATING COUNTING
Information Patent Application
Path-Coverage Directed Black Box API Testing
- Publication number 20230106929
- Publication date Apr 6, 2023
- International Business Machines Corporation
- Diptikalyan Saha
- G06 - COMPUTING CALCULATING COUNTING
Information Patent Application
REALISTIC COUNTERFACTUAL EXPLANATION OF MACHINE LEARNING PREDICTIONS
- Publication number 20230025731
- Publication date Jan 26, 2023
- International Business Machines Corporation
- Michael Vinov
- G06 - COMPUTING CALCULATING COUNTING
Information Patent Application
LOCALIZATION-BASED TEST GENERATION FOR INDIVIDUAL FAIRNESS TESTING...
- Publication number 20220343179
- Publication date Oct 27, 2022
- International Business Machines Corporation
- Diptikalyan Saha
- G06 - COMPUTING CALCULATING COUNTING
Information Patent Application
DETECTING CONTEXTUAL BIAS IN TEXT
- Publication number 20220335217
- Publication date Oct 20, 2022
- International Business Machines Corporation
- Naveen Panwar
- G06 - COMPUTING CALCULATING COUNTING
Information Patent Application
AUTOMATICALLY MODIFYING RESPONSES FROM GENERATIVE MODELS USING ARTI...
- Publication number 20220261535
- Publication date Aug 18, 2022
- International Business Machines Corporation
- Nishtha Madaan
- G06 - COMPUTING CALCULATING COUNTING
Information Patent Application
PRIORITY-BASED, ACCURACY-CONTROLLED INDIVIDUAL FAIRNESS OF UNSTRUCT...
- Publication number 20220237415
- Publication date Jul 28, 2022
- International Business Machines Corporation
- Pranay Kumar Lohia
- G06 - COMPUTING CALCULATING COUNTING
Information Patent Application
DATA QUALITY-BASED COMPUTATIONS FOR KPIS DERIVED FROM TIME-SERIES DATA
- Publication number 20220237074
- Publication date Jul 28, 2022
- International Business Machines Corporation
- Vitobha Munigala
- G06 - COMPUTING CALCULATING COUNTING
Information Patent Application
EXPLANATION FOR TIME SERIES FORECASTING MODELS
- Publication number 20220083897
- Publication date Mar 17, 2022
- International Business Machines Corporation
- Diptikalyan Saha
- G06 - COMPUTING CALCULATING COUNTING
Information Patent Application
Bias Source Identification and De-Biasing of a Dataset
- Publication number 20210406712
- Publication date Dec 30, 2021
- International Business Machines Corporation
- Manish Anand Bhide
- G06 - COMPUTING CALCULATING COUNTING
Information Patent Application
CONTENT MODIFICATION USING NATURAL LANGUAGE PROCESSING TO INCLUDE F...
- Publication number 20210286945
- Publication date Sep 16, 2021
- International Business Machines Corporation
- Seema Nagar
- G06 - COMPUTING CALCULATING COUNTING
Information Patent Application
DOMAIN QUERY EXECUTION USING USER-PROVIDED DEFINITION
- Publication number 20210279243
- Publication date Sep 9, 2021
- International Business Machines Corporation
- Jaydeep Sen
- G06 - COMPUTING CALCULATING COUNTING
Information Patent Application
EXPLAINING ACCURACY DRIFT IN PRODUCTION DATA
- Publication number 20210279607
- Publication date Sep 9, 2021
- International Business Machines Corporation
- Manish Anand Bhide
- G06 - COMPUTING CALCULATING COUNTING

Diptikalyan Saha

Person

Patents Grantslast 30 patents

Localization-based test generation for individual fairness testing...

Generation of causal explanations for text models

Multi-agent conversational agent framework

Feature selection using hypergraphs

Automatically testing artificial intelligence models in connection...

Scalable identification of duplicate datasets in heterogeneous data...

Data quality-based computations for KPIs derived from time-series data

Path-coverage directed black box API testing

Automatically modifying responses from generative models using arti...

Post-hoc improvement of instance-level and group-level prediction m...

Content modification using natural language processing to include f...

Automated testing of dialog systems

Determining data representative of bias within a model

User explanation guided machine learning

Testing bias checkers

Generating data migration plan for in-place encryption of data

Generating explanations for context aware sequence-to-sequence models

Bias source identification and de-biasing of a dataset

Trustworthiness of artificial intelligence models in presence of an...

Automated test case generation for deep neural networks and other m...

Domain aware explainable anomaly and drift detection for multi-vari...

Data quality-based confidence computations for KPIs derived from ti...

Determining model-related bias associated with training data

Domain query execution using user-provided definition

Natural language interface databases

Automatic semantic analysis and comparison of chatbot capabilities

Generating nested database queries from natural language queries

Automated testing of dialog systems

Automated generation of test cases for analyzing natural-language-i...

Automated test case generation for deep neural networks and other m...

Patents Applicationslast 30 patents

FAULT SET SELECTION

RESILIENCY TESTING OF APPLICATIONS AND COMPUTE INFRASTRUCTURES

FAULT INJECTION OPTIMIZATION USING APPLICATION CHARACTERISTICS UNDE...

IMPUTING MISSING VALUES IN A DATASET IN THE PRESENCE OF DATA QUALIT...

AUTOMATED APPLICATION PROGRAMMING INTERFACE TESTING

PORTING EXPLANATIONS BETWEEN MACHINE LEARNING MODELS

TEST CASE GENERATION

MODEL-AGNOSTIC EXPLAINABILITY FOR MULTIMODAL ARTIFICIAL INTELLIGENC...

TESTING CASCADED DEEP LEARNING PIPELINES COMPRISING A SPEECH-TO-TEX...

MODEL TESTING USING TEST SAMPLE UNCERTAINTY

GENERATING SURROGATE PROGRAMS USING ACTIVE LEARNING

GLOBAL CONTEXT EXPLAINERS FOR ARTIFICIAL INTELLIGENCE (AI) SYSTEMS...

SCALABLE IDENTIFICATION OF DUPLICATE DATASETS IN HETEROGENEOUS DATA...

POST-HOC IMPROVEMENT OF INSTANCE-LEVEL AND GROUP-LEVEL PREDICTION M...

AUTOMATICALLY TESTING ARTIFICIAL INTELLIGENCE MODELS IN CONNECTION...

FEATURE SELECTION USING HYPERGRAPHS

GENERATION OF CAUSAL EXPLANATIONS FOR TEXT MODELS

RULE GENERATION FOR MACHINE-LEARNING MODEL DISCRIMINATORY REGIONS

Path-Coverage Directed Black Box API Testing

REALISTIC COUNTERFACTUAL EXPLANATION OF MACHINE LEARNING PREDICTIONS

LOCALIZATION-BASED TEST GENERATION FOR INDIVIDUAL FAIRNESS TESTING...

DETECTING CONTEXTUAL BIAS IN TEXT

AUTOMATICALLY MODIFYING RESPONSES FROM GENERATIVE MODELS USING ARTI...

PRIORITY-BASED, ACCURACY-CONTROLLED INDIVIDUAL FAIRNESS OF UNSTRUCT...

DATA QUALITY-BASED COMPUTATIONS FOR KPIS DERIVED FROM TIME-SERIES DATA

EXPLANATION FOR TIME SERIES FORECASTING MODELS

Bias Source Identification and De-Biasing of a Dataset

CONTENT MODIFICATION USING NATURAL LANGUAGE PROCESSING TO INCLUDE F...

DOMAIN QUERY EXECUTION USING USER-PROVIDED DEFINITION

EXPLAINING ACCURACY DRIFT IN PRODUCTION DATA