Jekyll2025-06-29T21:16:58+00:00edgan8.github.io/feed.xmlEdward GanSoftware Engineer at Scale AICoopStore: Optimizing Precomputed Summaries for Aggregation2020-07-01T00:00:00+00:002020-07-01T00:00:00+00:00edgan8.github.io/paper/2020/07/01/coopstore[Code]
]]>Approximate Selection with Guarantees using Proxies2020-06-10T00:00:00+00:002020-06-10T00:00:00+00:00edgan8.github.io/paper/2020/06/10/supgData summaries for scalable, high-cardinality analytics2020-02-10T00:00:00+00:002020-02-10T00:00:00+00:00edgan8.github.io/paper/2020/02/10/phdthesis[Slides]]]>CrossTrainer: Practical Domain Adaptation with Loss Reweighting2019-05-07T00:00:00+00:002019-05-07T00:00:00+00:00edgan8.github.io/paper/2019/05/07/crosstrainerDIFF: A Relational Interface for Large-Scale Data Explanation2018-12-01T00:00:00+00:002018-12-01T00:00:00+00:00edgan8.github.io/paper/2018/12/01/diffMoment-Based Quantile Sketches for Efficient High Cardinality Aggregation Queries2018-08-27T00:00:00+00:002018-08-27T00:00:00+00:00edgan8.github.io/paper/2018/08/27/moments[Slides][Code]]]>Scalable Kernel Density Classification via Threshold-Based Pruning2017-05-18T00:00:00+00:002017-05-18T00:00:00+00:00edgan8.github.io/paper/2017/05/18/tdkc[Slides][Code]]]>MacroBase: Prioritizing Attention in Fast Data2017-05-17T00:00:00+00:002017-05-17T00:00:00+00:00edgan8.github.io/paper/2017/05/17/macrobase[Extended Journal]]]>Prioritizing Attention in Fast Data: Principles and Promise2017-01-08T00:00:00+00:002017-01-08T00:00:00+00:00edgan8.github.io/paper/2017/01/08/mbcidrType Classes for Lightweight Substructural Types2014-07-14T00:00:00+00:002014-07-14T00:00:00+00:00edgan8.github.io/paper/2014/07/14/clamp[Thesis][Slides]]]>