C Fannjiang

Affiliations

Department of Electrical Engineering and Computer Sciences, UC Berkeley, Berkeley, CA, USA.

ORCID: http://orcid.org/0000-0002-0060-2082

Publications (8)

Augmenting biologging with supervised machine learning to study

The Journal of experimental biology

Avec: Clara Fannjiang , T Aran Mooney , Seth Cones , David Mann , K Alex Shorter , Kakani Katija

Learning protein fitness models from evolutionary and assay-labeled data.

Nature biotechnology

Avec: Chloe Hsu , Hunter Nisonoff , Clara Fannjiang , Jennifer Listgarten

Is Novelty Predictable?

Cold Spring Harbor perspectives in biology

Avec: Clara Fannjiang , Jennifer Listgarten

Conformal prediction under feedback covariate shift for biomolecular design.

Proceedings of the National Academy of Sciences of the United States of America

Avec: Clara Fannjiang , Stephen Bates , Anastasios N Angelopoulos , Jennifer Listgarten , Michael I Jordan

Machine Learning for Protein Engineering.

ArXiv

Avec: Kadina E Johnston , Clara Fannjiang , Bruce J Wittmann , Brian L Hie , Kevin K Yang , Zachary Wu

Mobile robotic platforms for the acoustic tracking of deep-sea demersal fishery resources.

Science robotics

Avec: I Masmitja , J Navarro , S Gomariz , J Aguzzi , B Kieft , T O'Reilly , K Katija , P J Bouvet , C Fannjiang , M Vigo , P Puig , A Alcocer , G Vallicrosa , N Palomeras , M Carreras , J Del Rio , J B Company

Optimal trade-off control in machine learning-based library design, with application to adeno-associated virus (AAV) for gene therapy.

Science advances

Avec: Danqing Zhu , David H Brookes , Akosua Busia , Ana Carneiro , Clara Fannjiang , Galina Popova , David Shin , Kevin C Donohue , Li F Lin , Zachary M Miller , Evan R Williams , Edward F Chang , Tomasz J Nowakowski , Jennifer Listgarten , David V Schaffer

Prediction-powered inference.

Science (New York, N.Y.)

Avec: Anastasios N Angelopoulos , Stephen Bates , Clara Fannjiang , Michael I Jordan , Tijana Zrnic

Réseau de co-auteurs

Clara Fannjiang 7 collaborations

Jennifer Listgarten 4 collaborations

Stephen Bates 2 collaborations

Anastasios N Angelopoulos 2 collaborations

Michael I Jordan 2 collaborations

T Aran Mooney 1 collaboration

Seth Cones 1 collaboration

David Mann 1 collaboration

K Alex Shorter 1 collaboration

Kakani Katija 1 collaboration

Chloe Hsu 1 collaboration

Hunter Nisonoff 1 collaboration

Kadina E Johnston 1 collaboration

Bruce J Wittmann 1 collaboration

Brian L Hie 1 collaboration

Kevin K Yang 1 collaboration

Zachary Wu 1 collaboration

I Masmitja 1 collaboration

J Navarro 1 collaboration

S Gomariz 1 collaboration

J Aguzzi 1 collaboration

B Kieft 1 collaboration

T O'Reilly 1 collaboration

K Katija 1 collaboration

P J Bouvet 1 collaboration

M Vigo 1 collaboration

P Puig 1 collaboration

A Alcocer 1 collaboration

G Vallicrosa 1 collaboration

N Palomeras 1 collaboration

M Carreras 1 collaboration

J Del Rio 1 collaboration

J B Company 1 collaboration

Danqing Zhu 1 collaboration

David H Brookes 1 collaboration

Akosua Busia 1 collaboration

Ana Carneiro 1 collaboration

Galina Popova 1 collaboration

David Shin 1 collaboration

Kevin C Donohue 1 collaboration

Li F Lin 1 collaboration

Zachary M Miller 1 collaboration

Evan R Williams 1 collaboration

Edward F Chang 1 collaboration

Tomasz J Nowakowski 1 collaboration

David V Schaffer 1 collaboration

Tijana Zrnic 1 collaboration