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Career

· Quantitative Researcher, Citadel Securities2019–

Publications (84)

Learning to Explain: An Information-Theoretic Perspective on Model Interpretation
International Conference on Machine Learning · 2018
634
cited
A positive-strand RNA virus replication complex parallels form and function of retrovirus capsids.
Molecules and Cells · 2002
426
cited
Non-convex Finite-Sum Optimization Via SCSG Methods
Neural Information Processing Systems · 2017
254
cited
L-Shapley and C-Shapley: Efficient Model Interpretation for Structured Data
International Conference on Learning Representations · 2018
230
cited
High efficiency of HIV-1 genomic RNA packaging and heterozygote formation revealed by single virion analysis
Proceedings of the National Academy of Sciences of the United States of America · 2009
220
cited
Majority of CD4+ T cells from peripheral blood of HIV-1–infected individuals contain only one HIV DNA molecule
Proceedings of the National Academy of Sciences of the United States of America · 2011
200
cited
Alternate, virus-induced membrane rearrangements support positive-strand RNA virus genome replication.
Proceedings of the National Academy of Sciences of the United States of America · 2004
186
cited
P Body-Associated Protein Mov10 Inhibits HIV-1 Replication at Multiple Stages
Journal of Virology · 2010
156
cited
Brome Mosaic Virus Polymerase-Like Protein 2a Is Directed to the Endoplasmic Reticulum by Helicase-Like Viral Protein 1a
Journal of Virology · 2000
141
cited
A mutant allele of essential, general translation initiation factor DED1 selectively inhibits translation of a viral mRNA.
Proceedings of the National Academy of Sciences of the United States of America · 2000
129
cited
Brome Mosaic Virus Protein 1a Recruits Viral RNA2 to RNA Replication through a 5′ Proximal RNA2 Signal
Journal of Virology · 2001
121
cited
Stoichiometry of the antiviral protein APOBEC3G in HIV-1 virions.
Virology · 2007
118
cited
Identification of Sequences in Brome Mosaic Virus Replicase Protein 1a That Mediate Association with Endoplasmic Reticulum Membranes
Journal of Virology · 2001
114
cited
Dynamics and regulation of nuclear import and nuclear movements of HIV-1 complexes
PLoS Pathogens · 2017
110
cited
Identification of a major restriction in HIV-1 intersubtype recombination.
Proceedings of the National Academy of Sciences of the United States of America · 2005
109
cited
Probing the HIV-1 Genomic RNA Trafficking Pathway and Dimerization by Genetic Recombination and Single Virion Analyses
PLoS Pathogens · 2009
108
cited
Nonrandom HIV-1 infection and double infection via direct and cell-mediated pathways.
Proceedings of the National Academy of Sciences of the United States of America · 2004
105
cited
Kernel Feature Selection via Conditional Covariance Minimization
Neural Information Processing Systems · 2017
103
cited
Dimer Initiation Signal of Human Immunodeficiency Virus Type 1: Its Role in Partner Selection during RNA Copackaging and Its Effects on Recombination
Journal of Virology · 2007
102
cited
Genetic Recombination of Human Immunodeficiency Virus Type 1 in One Round of Viral Replication: Effects of Genetic Distance, Target Cells, Accessory Genes, and Lack of High Negative Interference in Crossover Events
Journal of Virology · 2005
101
cited
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