Publications
(2012).
Apache Spark: a unified engine for big data processing.
Communications of the ACM. 59(11), 56-65.
(2016).
(2010). Delay Scheduling: A Simple Technique for Achieving Locality and Fairness in Cluster Scheduling.
265-278.
(2010).
(2012). Discretized Streams: An Efficient and Fault-Tolerant Model for Stream Processing on Large Clusters.
1-6.
(2012).
(2011).
(2011). Fast and Interactive Analytics Over Hadoop Data with Spark.
USENIX ;login:. 34(4), 45-51.
(2012).
(2010).
(2011).
(2012). Almost an expert: The effects of rubrics and expertise on perceived value of crowdsourced design critiques.
Proceedings of the 19th ACM Conference on Computer-Supported Cooperative Work & Social Computing. 1005-1017.
(2016). A Deep Neural Net Trained for Person Categorization Develops Both Detailed Local Features and Broad Contexual Specificities.
Poster at Vision Sciences Society Annual Meeting.
(2016). Angular Embedding: A Robust Quadratic Criterion.
IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE. 34(1), 158-173.
(2012). A Scalable Web Cache Consistency Architecture.
Proceedings of the ACM Conference on Applications, Technologies, Architectures, and Protocols for Computer Communication (SIGCOMM '99). 163-174.
(1999). Introduction to the Special Section on Deep Learning for Speech and Language Processing.
IEEE Transactions on Audio. 20(1), 4-6.
(2012).
(2013).
(1994). Prediction of Phenotype Information from Genotype Data.
Communications in Information and Systems. 10(2), 99-114.
(2010). Robust CNN - based Speech Recognition With Gabor Filter Kernels.
Proceedings of Interspeech 2016.
(2016). Discriminative but Not Discriminatory: A Comparison of Fairness Definitions under Different Worldviews.
Proceedings of the 2018 Workshop on Privacy in the Electronic Society. 33-41.
(2018). Avoiding Disparity Amplification under Different Worldviews.
FAccT '21: Proceedings of the 2021 ACM Conference on Fairness, Accountability, and Transparency. 273-283.
(2021). Photo-Based Question Answering.
389-398.
(2008). Meibography Phenotyping and Classification From Unsupervised Discriminative Feature Learning.
Translational Vision Science and Technology. 10(4),
(2021).