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Data platforms and analytics

TaskWeaver: A code-first agent framework for efficient data analytics and domain adaptation

Garnet: an open-source, next-generation, faster cache-store for accelerating applications and services

GenAI for Industry - AI-generated image compilation of industrial blueprints from renewable energy to transporation and manufacturing

Injecting New Knowledge into Large Language Models via Supervised Fine-Tuning

Enhanced autoscaling with VASIM: Vertical Autoscaling Simulator Toolkit

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Published Date

Podcast

New Microsoft Research Podcast invites you to log on, tune in and geek out

December 4, 2017

Microsoft Research Podcast Subscribe and listen on iTunes, android or email I’ve spent the better part of the last decade investigating the impact of digital media and technology on culture from an academic perspective. I…

Publication

Collecting Telemetry Data Privately

Bolin Ding, Janardhan (Jana) Kulkarni, Sergey Yekhanin

Advances in Neural Information Processing Systems 30 | December 2017

Project

Publication

Robust Estimation of Neural Signals in Calcium Imaging

Hakan Inan, Murat Erdogdu, Mark Schnitzer

31st Conference on Neural Information Processing Systems (NIPS 2017) | December 2017

Publication

Clustering Billions of Reads for DNA Data Storage

Cyrus Rashtchian, Konstantin Makarychev, Miklos Racz, Siena Ang, Djordje Jevdjic, Sergey Yekhanin, Luis Ceze, Karin Strauss

Advances in Neural Information Processing Systems 30 | December 2017

Project

Publication

Identifying Outlier Arms in Multi-Armed Bandit

Honglei Zhuang, Chi Wang, Yifan Wang

Advances in Neural Information Processing Systems 30 (NIPS 2017) | December 2017

Project

Publication

Froid: Optimization of Imperative Programs in a Relational Database

Karthik Ramachandra, Kwanghyun Park, K. Venkatesh Emani, Alan Halverson, Cesar Galindo-Legaria, Conor Cunningham

Proceedings of VLDB | December 2017, Vol 11(4)

Video Project

Publication

Empirical Bayesian Analysis of Simultaneous Changepoints in Multiple Data Sequences

Zhou Fan, Lester Mackey

Annals of Applied Statistics | December 2017

Publication

Inferring Formal Properties of Production Key-Value Stores

Edgar Pek, Pranav Garg, Muntasir Raihan Rahman, Karl Palmskog, Indranil Gupta, Madhusudan Parthasarathy

December 2017

Project

Instance

In 2013, the Microsoft Research Artist in Residence program hosted James George to foster collaborations and cross-fertilization of ideas between the academic research and artistic creative coding communities.

Microsoft Research Blog

FigureQA: an annotated figure dataset for visual reasoning

November 17, 2017

Reasoning about figures Almost every scientific publication is accompanied by data visualizations in the form of graphs and charts. Figures are an intuitive aid for understanding the content of documents, so naturally, it is useful to…

Data platforms and analytics

Highlights