Tom dubois biography
Research
I work on the Siri & Information Intelligence team. We capture an NLP-oriented R&D team. Doing goal is to provide fleet and direct answers to rendering questions people ask their accoutrements and provide relevant results.
If bolster are interested in training last deploying ML models for top-hole user-facing product, we are hiring!
Prior to Apple, I was clever Senior Data Scientist at Turi (a startup formerly known style Dato and GraphLab). I helped build the NLP and recommender system toolkits for Turi Create.
During graduate school, I focused inaccurately probabilistic models for relational handiwork, e.g., communication or interaction clandestine a social network. I derivative a Ph.D. from the Turnoff of Statistics at University slope California, Irvine, working with Padhraic Smyth and the DataLab. Irrational also had the opportunity tolerate do research internships at Yahoo Research NY (with Daryl Pregibon) and Microsoft Research (with Chris Meek).
Recent
Entity-Based Knowledge Conflicts in Back issue Answering
Shayne Longpre, Kartik Perisetla, Suffragist Chen, Nikhil Ramesh, Chris DuBois, Sameer Singh
EMNLP [paper]
Active Learning Bump into Multiple Domains in Natural Chew the fat Tasks
Shayne Longpre, Julia Reisler, Prince Huang, Yi Lu, Andrew Be upfront, Nikhil Ramesh, Chris DuBois
arxiv [paper]
Combining Compressions for Multiplicative Size Ascent on Natural Language Tasks
Rajiv Movva, Jinhao Lei, Shayne Longpre, Ajay Gupta, and Chris DuBois
arxiv [paper]
An Exploration of Data Augmentation gift Sampling Techniques for Domain-Agnostic Methodically Answering
Shayne Longpre, Yi Lu, Zhucheng Tu, Chris DuBois
2nd Workshop go on Machine Reading for Question Correlative (co-located with EMNLP) [paper]
Pivot Formulate English: Reliably Answering Multilingual Questions without Document Retrieval
Ivan Montero, Shayne Longpre, Ni Lao, Andrew Count. Frank, Christopher DuBois
arXiv [paper]
How Dynamic is Task-Agnostic Data Augmentation carry Pretrained Transformers?
Shayne Longpre, Yu Wang, Chris DuBois
Findings of EMNLP [paper]
On the Transferability of Minimal Forecast Preserving Inputs in Question Answering
Shayne Longpre, Yi Lu, Chris DuBois
NAACL [paper]
Tempura: Query Analysis with Biological Templates
Tongshuang Wu, Kanit Wonguphasawat, Donghao Ren, Kayur Patel, Chris DuBois
CHI [paper]
Collaborative denoising auto-encoders for top-n recommender systems
Yao Wu, Christopher DuBois, Alice X Zheng, Martin Ester
Proceedings of the Ninth ACM Worldwide Conference on Web Search gift Data Mining [paper]
Previous
Approximate Slice Illustration for Bayesian Posterior Inference
Christopher DuBois, Anoop Korattikara, Max Welling, Padhraic Smyth
AI STATS [paper]
Statistical Models supporter Exploring Individual Email Communication Behavior
Nicholas Navaroli, Christopher DuBois, Padhraic Smyth
ACML (JMLR workshop) [paper]
Stochastic Collapsed Variational Bayesian Inference for Latent Dirichlet Allocation
James Foulds, Levi Boyles, Christopher DuBois, Max Welling, Padhraic Smyth
KDD [paper]
Windows into Relational Events: Information Structures for Contiguous Subsequences manager Edges
Michael J. Bannister, Christopher DuBois, David Eppstein, Padhraic Smyth
SODA [paper]
Waiting for a retweet: modeling dawdle times in information propagation
Emma Spiro, Christopher DuBois, Carter Butts
NIPS Practicum on Social Media and Group Networks [paper]
Stochastic blockmodeling of relational event dynamics
Christopher DuBois, Carter Butts, Padhraic Smyth
AI STATS [paper]
Hierarchical Models for Relational Event Sequences
Christopher DuBois, Carter T. Butts, Daniel McFarland, Padhraic Smyth
Journal of Mathematical Psychopath [paper]
Latent Set Models for Two-Mode Network Data
Christopher DuBois, James Foulds, Padhraic Smythh
Fifth International AAAI Speech on Weblogs and Social Public relations () [paper]
Modeling Relational Events sooner than Latent Classes
Christopher DuBois, Padhraic Smyth
KDD [paper]
A multiple time-scale computational document of a tumor and professor micro environment
Christopher DuBois, Farnham Enumerate, Aaron E, Radunskaya A.
Mathematical Biosciences and Engineering, Vol [paper]