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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.
Learn more about our Conferences & events

Conferences & events

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Careers
Blog

Andreea Gane

Andreea Gane

Research Areas

Authored Publications

Google

Rethinking Attention with Performers

Krzysztof Marcin Choromanski

Valerii Likhosherstov

David Martin Dohan

Xingyou Song

Andreea Gane

Tamas Sarlos

Peter Hawkins

Jared Quincy Davis

Afroz Mohiuddin

Lukasz Kaiser

David Belanger

Lucy Colwell

Adrian Weller

accepted to ICLR 2021 (oral presentation) (to appear)

Population Based Optimization for Biological Sequence Design

Christof Angermueller

David Belanger

Andreea Gane

Zelda Mariet

David Martin Dohan

Kevin Patrick Murphy

Lucy Colwell

D. Sculley

ICML 2020 (2020)

A Comparison of Generative Models for Sequence Design

Andreea Gane

David Belanger

David Dohan

Christof Angermueller

Ramya Deshpande

Suhani Vora

Olivier Chapelle

Babak Alipanahi

Lucy Colwell

Machine Learning in Computational Biology Workshop (2019)

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