Microsoft Research

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Home automation in the wild: challenges and opportunities

Stefan Saroiu, Ratul Mahajan, Bongshin Lee, 2011, CHI.

Distributed Training of Embeddings using Graph Analytics

Todd Mytkowicz, Madan Musuvathi, Roshan Dathathri, 2019, 2021 IEEE International Parallel and Distributed Processing Symposium (IPDPS).

Conference on Empirical Methods in Natural Language Processing Proceedings of the Fourth International Workshop on Natural Language Processing for Social Media Socialnlp@emnlp2016 Chairs' Welcome Identifying and Categorizing Disaster-related Tweets Why Do They Leave: Modeling Participation in Online

Nicholas Jing Yuan, Noah A. Smith, William Yang Wang, 2022 .

Optimizing Data Shuffling in Data-parallel Computation by Understanding User-defined Functions

Jingren Zhou, Lidong Zhou, Rishan Chen, 2022 .

Fast Interactive Coding against Adversarial Noise

M. Naor, Zvika Brakerski, Y. Kalai, 2014 .

Random Walks for Text Semantic Similarity Wikiwalk: Random Walks on Wikipedia for Semantic Relatedness Measuring Semantic Relatedness with Vector Space Models and Random Walks Ranking and Semi-supervised Classification on Large Scale Graphs Using Map-reduce Opinion Graphs for Polarity and Discourse

Christopher D. Manning, Anna N. Rafferty, Friday, 2022 .

Mitigating Metastable Failures in Distributed Systems with Offline Reinforcement Learning

Francis Y. Yan, G. Suh, Christina Delimitrou, 2023, Tiny Papers @ ICLR.

Fusion-in-T5: Unifying Document Ranking Signals for Improved Information Retrieval

Huazhong University of Science, Technology, Chenyan Xiong, 2023, ArXiv.

Sensitivity analysis for causality in observational studies for regulatory science Authors and Affiliations

Microsoft Research, Emre Kıcıman, Dean Follman, 2023 .

Image deblurring and denoising using color priors

R. Szeliski, D. Kriegman, C. L. Zitnick, 2009, 2009 IEEE Conference on Computer Vision and Pattern Recognition.

Cover Feature Emerging Computing Paradigms

M. Troyer, K. Svore, Microsoft Research, 2022 .

This paper is included in the Proceedings of the 17th USENIX Symposium on Operating Systems Design and Implementation

Jilong Xue, Ziming Miao, Microsoft Research, 2022 .

Connecting Algorithmic Research and Usage Contexts: A Perspective of Contextualized Evaluation for Explainable AI

Finale Doshi-Velez, Amit Dhurandhar, Q. Liao, 2022, HCOMP.

Human-Centered Explainable AI (XAI): From Algorithms to User Experiences

Kush R. Varshney, Q. Liao, K. Varshney, 2021, ArXiv.

Workshop on Multiword Expressions: from Theory to Applications (mwe 2010) Computational Lexicography of Multi-word Units. How Efficient Can It Be? Automatic Extraction of Arabic Multiword Expressions Automatic Extraction of Complex Predicates in Bengali Handling Named Entities and Compound Verbs in

Mitesh M. Khapra, Manoj Kumar Chinnakotla, Alfredo Maldonado Guerra, 2010 .

A Simple and Approximately Optimal Mechanism for an Additive Buyer

S. Matthew Weinberg, Nicole Immorlica, Moshe Babaioff, 2014, 2014 IEEE 55th Annual Symposium on Foundations of Computer Science.

This paper is included in the Proceedings of the 17th USENIX Symposium on Operating Systems Design and Implementation.

Jilong Xue, Lidong Zhou, Ziming Miao, 2022 .

FaRM: Fast Remote Memory

M. Castro, D. Narayanan, A. Dragojevic, 2014, NSDI.

Shared Task Organizing Committee -transliteration Mining: Whitepaper of News 2010 Shared Task on Transliteration Generation Transliteration Generation and Mining with Limited Training Resources Transliteration Using a Phrase-based Statistical Machine Translation System to Re-score the Output of a Jo

Rafael E. Banchs, Mitesh M. Khapra, Robert E. Frederking, 2010 .

OPPerTune: Post-Deployment Configuration Tuning of Services Made Easy

Ranjita Bhagwan, Google, Gagan Somashekar, 2024, NSDI.

Connecting Large Language Models with Evolutionary Algorithms Yields Powerful Prompt Optimizers

Xu Tan, Yujiu Yang, Junliang Guo, 2023, ArXiv.

This paper is included in the Proceedings of the 20th USENIX Symposium on Networked Systems Design and Implementation.

Tong University, Yongzhao Zhang, Yezhou Wang, 2022 .

Workshop of the 33rd Annual Bcs-irsg European Conference on Information Retrieval 2 Nd Workshop on Information Access for Personal Media Archives Information Access for Personal Media Archives towards E-memories: Challenges of Capturing, Summarising, Presenting, Understanding, Using, and Retrieving

A. Smeaton, Fausto Giunchiglia, T. Lunney, 2011 .

Death by Round Numbers and Sharp Thresholds: How to Avoid Dangerous AI EHR Recommendations

Benjamin J. Lengerich, R. Caruana, M. Nunnally, 2022, medRxiv.

This paper is included in the Proceedings of the 17th USENIX Symposium on Operating Systems Design and Implementation.

Sultan Mahmud Sajal, D. Narayanan, T. Moscibroda, 2022 .

on Networked Systems Design and Implementation

Zibo Wang, Microsoft Research, Systems Design, 2022 .

A First Step Towards An Interactive Neuro-Symbolic Framework for Identifying Latent Themes in Large Text Collections

Maria Leonor Pacheco, Lyle Ungar, Tunazzina Islam, 2022 .

This paper is included in the Proceedings of the 15th USENIX Symposium on Operating Systems Design and Implementation

Microsoft Research, Swapnil Gandhi, A. Iyer, 2022 .

Competition-Level Problems Are Effective Evaluators of LLMs

Yaobo Liang, Zheng-Wen Lin, Yelong Shen, 2022 .