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Defining the technology of today and tomorrow.

Philosophy

We strive to create an environment conducive to many different types of research across many different time scales and levels of risk.
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Philosophy

People

Our researchers drive advancements in computer science through both fundamental and applied research.
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People
Research areas

Explore all research areas

Explore all research areas

Foundational ML & Algorithms

Algorithms & Theory

Data Management

Data Mining & Modeling

Information Retrieval & the Web

Machine Intelligence

Machine Perception

Machine Translation

Natural Language Processing

Speech Processing

Algorithms & Theory

Data Management

Data Mining & Modeling

Information Retrieval & the Web

Machine Intelligence

Machine Perception

Machine Translation

Natural Language Processing

Speech Processing

Computing Systems & Quantum AI

Distributed Systems & Parallel Computing

Hardware & Architecture

Mobile Systems

Networking

Quantum Computing

Robotics

Security, Privacy, & Abuse Prevention

Software Engineering

Software Systems

Distributed Systems & Parallel Computing

Hardware & Architecture

Mobile Systems

Networking

Quantum Computing

Robotics

Security, Privacy, & Abuse Prevention

Software Engineering

Software Systems

Science, AI & Society

Climate & Sustainability

Economics & Electronic Commerce

Education Innovation

General Science

Health & Bioscience

Human-Computer Interaction and Visualization

Climate & Sustainability

Economics & Electronic Commerce

Education Innovation

General Science

Health & Bioscience

Human-Computer Interaction and Visualization
Projects

We regularly open-source projects with the broader research community and apply our developments to Google products.
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Projects

Publications

Publishing our work allows us to share ideas and work collaboratively to advance the field of computer science.
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Publications

Resources

We make products, tools, and datasets available to everyone with the goal of building a more collaborative ecosystem.
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Resources
Shaping the future, together.
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Student programs

Supporting the next generation of researchers through a wide range of programming.
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Student programs

Faculty programs

Participating in the academic research community through meaningful engagement with university faculty.
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Faculty programs

Conferences & events

Connecting with the broader research community through events is essential for creating progress in every aspect of our work.
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Conferences & events

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Careers
Blog

James Atwood

James Atwood

Research Areas

Authored Publications

Google

Towards A Scalable Solution for Improving Multi-Group Fairness in Compositional Classification

James Atwood

Tina Tian

Ben Packer

Meghana Deodhar

Jilin Chen

Alex Beutel

Flavien Prost

Ahmad Beirami

The Second Workshop on Spurious Correlations, Invariance and Stability @ ICML 2023 (2023)

The Inclusive Images Competition

D. Sculley

Eric Breck

Igor Ivanov

James Atwood

Miha Skalic

Pallavi Baljekar

Pavel Ostyakov

Roman Solovyev

Weimin Wang

Yoni Halpern

Springer Series (2019)

BriarPatches: Pixel-Space Interventions for Inducing Demographic Parity

Alexey Alexeevich Gritsenko

Alexander Nicholas D'Amour

James Atwood

Yoni Halpern

D. Sculley

Neural Information Processing Systems: Workshop on Ethical, Social and Governance Issues in AI (2018)

No Classification without Representation: Assessing Geodiversity Issues in Open Data Sets for the Developing World

Shreya Shankar

Yoni Halpern

Eric Breck

James Atwood

Jimbo Wilson

D. Sculley

NIPS 2017 workshop: Machine Learning for the Developing World

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