Ashish Verma

Person

Nanuet, NY, US

People

Patents Grantslast 30 patents

Information Patent Grant
Multi-objective automated machine learning
- Patent number 12,112,249
- Issue date Oct 8, 2024
- International Business Machines Corporation
- Vaibhav Saxena
- G06 - COMPUTING CALCULATING COUNTING
Information Patent Grant
Hyperparameter determination for a differentially private federated...
- Patent number 11,941,520
- Issue date Mar 26, 2024
- International Business Machines Corporation
- Colin Sutcher-Shepard
- G06 - COMPUTING CALCULATING COUNTING
Information Patent Grant
Accelerating inference of transformer-based models
- Patent number 11,763,082
- Issue date Sep 19, 2023
- International Business Machines Corporation
- Saurabh Goyal
- G06 - COMPUTING CALCULATING COUNTING
Information Patent Grant
Application aware resource allocation for deep learning job scheduling
- Patent number 11,586,475
- Issue date Feb 21, 2023
- International Business Machines Corporation
- Saurav Basu
- G06 - COMPUTING CALCULATING COUNTING
Information Patent Grant
Model training with variable batch sizing and gradient checkpoint s...
- Patent number 11,586,932
- Issue date Feb 21, 2023
- International Business Machines Corporation
- Saurabh Goyal
- G06 - COMPUTING CALCULATING COUNTING
Information Patent Grant
Performance based switching of a model training process
- Patent number 11,551,145
- Issue date Jan 10, 2023
- International Business Machines Corporation
- Sidharth Gupta
- G06 - COMPUTING CALCULATING COUNTING
Information Patent Grant
Determining operating range of hyperparameters
- Patent number 11,410,083
- Issue date Aug 9, 2022
- International Business Machines Corporation
- Shrihari Vasudevan
- G06 - COMPUTING CALCULATING COUNTING
Information Patent Grant
Determining optimal compute resources for distributed batch based o...
- Patent number 11,263,052
- Issue date Mar 1, 2022
- International Business Machines Corporation
- Vaibhav Saxena
- G06 - COMPUTING CALCULATING COUNTING

Patents Applicationslast 30 patents

Information Patent Application
FEDERATED LEARNING PARTICIPANT SELECTION THROUGH LABEL DISTRIBUTION...
- Publication number 20240403654
- Publication date Dec 5, 2024
- International Business Machines Corporation
- Jayaram Kallapalayam Radhakrishnan
- G06 - COMPUTING CALCULATING COUNTING
Information Patent Application
FEW SHOT INCREMENTAL LEARNING FOR NAMED ENTITY RECOGNITION
- Publication number 20240362419
- Publication date Oct 31, 2024
- International Business Machines Corporation
- Ritesh Kumar
- G06 - COMPUTING CALCULATING COUNTING
Information Patent Application
USING SECURE AND RELIABLE BENEFIT-ANALYSIS MATCHMAKING TO SELECT FE...
- Publication number 20240005216
- Publication date Jan 4, 2024
- International Business Machines Corporation
- Jayaram Kallapalayam Radhakrishnan
- G06 - COMPUTING CALCULATING COUNTING
Information Patent Application
INFORMATION EXTRACTION FROM DOCUMENTS CONTAINING HANDWRITTEN TEXT
- Publication number 20230419710
- Publication date Dec 28, 2023
- International Business Machines Corporation
- Saurabh Goyal
- G06 - COMPUTING CALCULATING COUNTING
Information Patent Application
DATA SUBSET SELECTION FOR FEDERATED LEARNING
- Publication number 20230281518
- Publication date Sep 7, 2023
- International Business Machines Corporation
- Dinesh C. Verma
- G06 - COMPUTING CALCULATING COUNTING
Information Patent Application
MULTI-OBJECTIVE MACHINE LEARNING WITH MODEL AND HYPERPARAMETER OPTI...
- Publication number 20230069913
- Publication date Mar 9, 2023
- International Business Machines Corporation
- Aswin Kannan
- G06 - COMPUTING CALCULATING COUNTING
Information Patent Application
ACCELERATING INFERENCE OF TRANSFORMER-BASED MODELS
- Publication number 20230015895
- Publication date Jan 19, 2023
- International Business Machines Corporation
- Saurabh Goyal
- G06 - COMPUTING CALCULATING COUNTING
Information Patent Application
FEDERATED LEARNING WITH PARTITIONED AND DYNAMICALLY-SHUFFLED MODEL...
- Publication number 20220374763
- Publication date Nov 24, 2022
- International Business Machines Corporation
- Zhongshu Gu
- G06 - COMPUTING CALCULATING COUNTING
Information Patent Application
TRUSTED AND DECENTRALIZED AGGREGATION FOR FEDERATED LEARNING
- Publication number 20220374762
- Publication date Nov 24, 2022
- International Business Machines Corporation
- Jayaram Kallapalayam Radhakrishnan
- G06 - COMPUTING CALCULATING COUNTING
Information Patent Application
ACCELERATING INFERENCE OF NEURAL NETWORK MODELS VIA DYNAMIC EARLY E...
- Publication number 20220358358
- Publication date Nov 10, 2022
- International Business Machines Corporation
- Saurabh Manish Raje
- G06 - COMPUTING CALCULATING COUNTING
Information Patent Application
Input-Encoding with Federated Learning
- Publication number 20220343218
- Publication date Oct 27, 2022
- International Business Machines Corporation
- Hazar Yueksel
- G06 - COMPUTING CALCULATING COUNTING
Information Patent Application
PRIVATE COMPUTATION OF AN AGENT DATA ATTRIBUTION SCORE IN COLLABORA...
- Publication number 20220188692
- Publication date Jun 16, 2022
- International Business Machines Corporation
- Supriyo Chakraborty
- G06 - COMPUTING CALCULATING COUNTING
Information Patent Application
MULTI-OBJECTIVE AUTOMATED MACHINE LEARNING
- Publication number 20220180146
- Publication date Jun 9, 2022
- International Business Machines Corporation
- Vaibhav Saxena
- G06 - COMPUTING CALCULATING COUNTING
Information Patent Application
INPUT ORDERING NEURAL NETWORK DECOMPOSITION
- Publication number 20220092423
- Publication date Mar 24, 2022
- International Business Machines Corporation
- Venkatesan T. Chakaravarthy
- G06 - COMPUTING CALCULATING COUNTING
Information Patent Application
MODEL TRAINING WITH VARIABLE BATCH SIZING AND GRADIENT CHECKPOINT S...
- Publication number 20210287094
- Publication date Sep 16, 2021
- International Business Machines Corporation
- Saurabh Goyal
- G06 - COMPUTING CALCULATING COUNTING
Information Patent Application
APPLICATION AWARE RESOURCE ALLOCATION FOR DEEP LEARNING JOB SCHEDULING
- Publication number 20210271520
- Publication date Sep 2, 2021
- International Business Machines Corporation
- Saurav Basu
- G06 - COMPUTING CALCULATING COUNTING
Information Patent Application
PERFORMANCE BASED SWITCHING OF A MODEL TRAINING PROCESS
- Publication number 20210241169
- Publication date Aug 5, 2021
- International Business Machines Corporation
- Sidharth Gupta
- G06 - COMPUTING CALCULATING COUNTING
Information Patent Application
HYPERPARAMETER DETERMINATION FOR A DIFFERENTIALLY PRIVATE FEDERATED...
- Publication number 20210216902
- Publication date Jul 15, 2021
- International Business Machines Corporation
- Colin Sutcher-Shepard
- G06 - COMPUTING CALCULATING COUNTING
Information Patent Application
DETERMINING OPERATING RANGE OF HYPERPARAMETERS
- Publication number 20210209502
- Publication date Jul 8, 2021
- International Business Machines Corporation
- Shrihari Vasudevan
- G06 - COMPUTING CALCULATING COUNTING
Information Patent Application
Secure Federation of Distributed Stochastic Gradient Descent
- Publication number 20210150037
- Publication date May 20, 2021
- International Business Machines Corporation
- Jayaram Kallapalayam Radhakrishnan
- G06 - COMPUTING CALCULATING COUNTING
Information Patent Application
DETERMINING OPTIMAL COMPUTE RESOURCES FOR DISTRIBUTED BATCH BASED O...
- Publication number 20210034374
- Publication date Feb 4, 2021
- International Business Machines Corporation
- Vaibhav Saxena
- G06 - COMPUTING CALCULATING COUNTING
Information Patent Application
Dataset Dependent Low Rank Decomposition Of Neural Networks
- Publication number 20200410336
- Publication date Dec 31, 2020
- International Business Machines Corporation
- Anamitra Roy Choudhury
- G06 - COMPUTING CALCULATING COUNTING

Ashish Verma

Person

Patents Grantslast 30 patents

Multi-objective automated machine learning

Hyperparameter determination for a differentially private federated...

Accelerating inference of transformer-based models

Application aware resource allocation for deep learning job scheduling

Model training with variable batch sizing and gradient checkpoint s...

Performance based switching of a model training process

Determining operating range of hyperparameters

Determining optimal compute resources for distributed batch based o...

Patents Applicationslast 30 patents

FEDERATED LEARNING PARTICIPANT SELECTION THROUGH LABEL DISTRIBUTION...

FEW SHOT INCREMENTAL LEARNING FOR NAMED ENTITY RECOGNITION

USING SECURE AND RELIABLE BENEFIT-ANALYSIS MATCHMAKING TO SELECT FE...

INFORMATION EXTRACTION FROM DOCUMENTS CONTAINING HANDWRITTEN TEXT

DATA SUBSET SELECTION FOR FEDERATED LEARNING

MULTI-OBJECTIVE MACHINE LEARNING WITH MODEL AND HYPERPARAMETER OPTI...

ACCELERATING INFERENCE OF TRANSFORMER-BASED MODELS

FEDERATED LEARNING WITH PARTITIONED AND DYNAMICALLY-SHUFFLED MODEL...

TRUSTED AND DECENTRALIZED AGGREGATION FOR FEDERATED LEARNING

ACCELERATING INFERENCE OF NEURAL NETWORK MODELS VIA DYNAMIC EARLY E...

Input-Encoding with Federated Learning

PRIVATE COMPUTATION OF AN AGENT DATA ATTRIBUTION SCORE IN COLLABORA...

MULTI-OBJECTIVE AUTOMATED MACHINE LEARNING

INPUT ORDERING NEURAL NETWORK DECOMPOSITION

MODEL TRAINING WITH VARIABLE BATCH SIZING AND GRADIENT CHECKPOINT S...

APPLICATION AWARE RESOURCE ALLOCATION FOR DEEP LEARNING JOB SCHEDULING

PERFORMANCE BASED SWITCHING OF A MODEL TRAINING PROCESS

HYPERPARAMETER DETERMINATION FOR A DIFFERENTIALLY PRIVATE FEDERATED...

DETERMINING OPERATING RANGE OF HYPERPARAMETERS

Secure Federation of Distributed Stochastic Gradient Descent

DETERMINING OPTIMAL COMPUTE RESOURCES FOR DISTRIBUTED BATCH BASED O...

Dataset Dependent Low Rank Decomposition Of Neural Networks