Namrata Deka

@Namratadeka

ML @Apple. Ph.D. student @mldcmu @CarnegieMellon. M.Sc. @UBC. Machine Learning. All opinions personal.

Pittsburgh, PA

Namrata Deka
@Namratadeka
Mar 31, 2023
Career update: I will be starting my PhD in machine learning at Carnegie Mellon University @mldcmu this fall! Thank you to all my mentors for supporting my application. Looking forward to exploring the intersection of causality and representation learning.
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Namrata Deka
@Namratadeka
Jan 20, 2023
Happy to share that our work on conditionally-invariant representation learning (CIRCE) has been accepted as "notable top 5%" at @iclr_conf 2023. #ICLR
Arthur Gretton
@ArthurGretton
Dec 20, 2022
Turn your HSIC dependence statistic into a conditional dependence statistic with CIRCE! Learn NN features that are independent of distractors/protected attributes, conditioned on labels. Used for domain invariant learning and fairness with equalized odds. arxiv.org/abs/2212.08645
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Namrata Deka
@Namratadeka
Jan 20, 2023
My first ever full-length conference paper accepted at @aistats_conf 2023. Work done with @d_j_sutherland on learning fair representations using MMD two-sample tests. Camera-ready version coming soon. #AISTATS
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Namrata Deka
@Namratadeka
Sep 11, 2021
If #MaritalRape is not criminalized in India, then getting married under Indian law is equivalent to giving your spouse a license to rape you.
Namrata Deka
@Namratadeka
Nov 3, 2017
@iansomerhalder Help Build Rehab Unit For Specially-abled Animals milaap.org/fundraisers/sp… via @milaapdotorg

Namrata Deka’s posts