Anshul Kundaje
7 papers · 2016–2024 · 2 conferences · across top CS/AI conferences
Achievements
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π Interdisciplinary Bridge π§ Keyword Pioneer π Conference Polyglot (2) π Academic Marathon (8) π£ Hot Topic Early Bird
π
Cross-Pollinator
(14)
π
Renaissance Researcher
(5)
πΊοΈ
Taxonomy Completionist
(15)
π₯
Mega-Team
(23)
Conferences
NIPS (4)
ICML (3)
Top co-authors
Keywords
deep learning
(2)
zero-shot learning
(1)
benchmark evaluation
(1)
domain generalization
(1)
domain adaptation
(1)
feature extraction
(1)
self-supervised learning
(1)
feature attribution
(1)
community detection
(1)
maximum likelihood
(1)
fourier transform
(1)
distribution shift
(1)
label shift
(1)
genomic analysis
(1)
genomic sequence
(1)
chemical space exploration
(1)
inverse molecular design
(1)
dna language model
(1)
regulatory dna
(1)
genetic variant
(1)
Papers
DART-Eval: A Comprehensive DNA Language Model Evaluation Benchmark on Regulatory DNA
NIPS 2024
Tartarus: A Benchmarking Platform for Realistic And Practical Inverse Molecular Design
NIPS 2023
WILDS: A Benchmark of in-the-Wild Distribution Shifts
ICML 2021
Fourier-transform-based attribution priors improve the interpretability and stability of deep learning models for genomics
NIPS 2020
Maximum Likelihood with Bias-Corrected Calibration is Hard-To-Beat at Label Shift Adaptation
ICML 2020
Learning Important Features Through Propagating Activation Differences
ICML 2017
Unsupervised Learning from Noisy Networks with Applications to Hi-C Data
NIPS 2016