Ambrish Rawat

This inventor holds 20 USPTO granted patents and 20 published patent applications, primarily in Federated Learning. Top assignee: International Business Machines Corporation. Active years: 2021-2026.

IDiyas Innovation Intelligence. (2026). Inventor Profile: Ambrish Rawat. Retrieved from https://idiyas.com/inventor/ambrish-rawat

Data source: USPTO (United States Patent and Trademark Office) public patent records. Weekly synchronization. How IDiyas builds this profile

Calculating rank

USPTO Granted Patents = 20 (Patent Applications = 20)

% Patents Active = 70.0

Average Co-Inventor Count = 4.2

ph-index = 2

Forward Citations = 26(Granted Patents)

Company Filing History:

20 out of 166,425

International Business Machines Corporation

patents

Years Active: 2021-2026

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Areas of Expertise:

Federated Learning

Generative Adversarial Networks

Privacy Enhancement

Deep Learning

Adversarial Robustness

Model Contributions

Continuous Update

Automated Decision Making

Real-Time Reconfiguration

Resource Constraints

Expert-In-The-Loop

Fairness Assessment

20 patents (USPTO):Sort by Forward CitationsExplore Patents

1. 12737633 - Training a federated generative adversarial network (2026-09-15),

2. 12718120 - Recommending model contributions based on federated learning lineage (2026-08-25),

3. 12670410 - Privacy enhanced federated training and inference over vertically and horizontally partitioned data (2026-06-30),

4. 12651198 - Providing online expert-in-the-loop training of machine learning models (2026-06-09),

5. 12632783 - Federated continual learning (2026-05-19),

6. 12591764 - Fairness assessment for deep generative models (2026-03-31),

7. 12380217 - Federated generative models for website assessment (2025-08-05),

8. 12282316 - Real-time reconfiguration of additive manufacturing (2025-04-21),

9. 12250150 - AI-based compensation of resource constrained communication (2025-03-11),

10. 12235903 - Adversarial hardening of queries against automated responses (2025-02-25),

11. 12182263 - Defending deep generative models against adversarial attacks (2024-12-31),

12. 12169776 - Superresolution and consistency constraints to scale up deep learning models (2024-12-17),

13. 12130864 - Discrete representation learning (2024-10-29),

14. 12124961 - System for continuous update of advection-diffusion models with adversarial networks (2024-10-22),

15. 11681796 - Learning input preprocessing to harden machine learning models (2023-06-20),

Title: Innovations by Ambrish Rawat

Introduction

Ambrish Rawat is a prominent inventor based in Dublin, Ireland, known for his significant contributions to technology and innovation. With a total of 14 patents to his name, he has made remarkable strides in the fields of website assessment and additive manufacturing.

Latest Patents

One of his latest patents is titled "Federated generative models for website assessment." This invention provides a method, computer program, and computer system for predicting and assessing risks on websites. The process involves accessing data corresponding to historical interactions of a user with one or more websites. A simulation of the user's actions is generated based on this data, and these actions are then simulated on a predefined target website. Risks on the target website are identified through this simulation, allowing for updates to mitigate the identified risks.

Another notable patent is "Real-time reconfiguration of additive manufacturing." This method identifies discrepancies between a three-dimensional model and an object model during the additive manufacturing process. It includes determining a reconfiguration recommendation based on the identified discrepancy and reconfiguring the additive manufacturing process accordingly.

Career Highlights

Ambrish Rawat is currently employed at International Business Machines Corporation, commonly known as IBM. His work at IBM has allowed him to explore innovative solutions and contribute to advancements in technology.

Collaborations

Some of his notable coworkers include Mathieu Sinn and Ngoc Minh Tran, who have collaborated with him on various projects and innovations.

Conclusion

Ambrish Rawat's contributions to technology through his patents and work at IBM highlight his role as a leading inventor in the field. His innovative approaches to website assessment and additive manufacturing continue to influence the industry.

Profile summary based on public USPTO records.

Data Sources: USPTO Patent Grant XML, Patent Center, EPO & CIPO • Normalized by IDiyas Innovation Graph. Methodology & provenance architecturePlease report any incorrect information to [email protected]

20 patents pending: