Sotabase

Career

· Lead Engineer - Systems Architecture And Design, GE Aerospace2024–
· Automation Engineer, Nanite2022–2024
· System Engineering Intern For Heliophysics Cubesat DIONE, NASA Goddard Space Flight Center2020–2020
· Graduate Student Researcher, University of Vermont2020–2023
· Graduate Teaching Assistant, University of Vermont2020–2020
· Project Engineering Intern, Collins Aerospace2019–2019
· Engineering Intern, Arcadis2017–2018
· Undergraduate Research Assistant, University of Vermont2017–2020
· Banquet Server, Crestwood Manor2015–2016

Publications (24)

Adafactor: Adaptive Learning Rates with Sublinear Memory Cost
International Conference on Machine Learning · 2018
1,212
cited
The Marginal Value of Adaptive Gradient Methods in Machine Learning
Neural Information Processing Systems · 2017
1,114
cited
Abstract Syntax Networks for Code Generation and Semantic Parsing
Annual Meeting of the Association for Computational Linguistics · 2017
377
cited
Blockwise Parallel Decoding for Deep Autoregressive Models
Neural Information Processing Systems · 2018
315
cited
Insertion Transformer: Flexible Sequence Generation via Insertion Operations
International Conference on Machine Learning · 2019
267
cited
A Minimal Span-Based Neural Constituency Parser
Annual Meeting of the Association for Computational Linguistics · 2017
201
cited
Stochastic Cubic Regularization for Fast Nonconvex Optimization
Neural Information Processing Systems · 2017
180
cited
Imitation Attacks and Defenses for Black-box Machine Translation Systems
Conference on Empirical Methods in Natural Language Processing · 2020
130
cited
Dynamic posted-price mechanisms for the blockchain transaction-fee market
Conference on Advances in Financial Technologies · 2021
104
cited
Kernel Feature Selection via Conditional Covariance Minimization
Neural Information Processing Systems · 2017
103
cited
What’s Going On in Neural Constituency Parsers? An Analysis
North American Chapter of the Association for Computational Linguistics · 2018
76
cited
KERMIT: Generative Insertion-Based Modeling for Sequences
arXiv.org · 2019
66
cited
Effective Inference for Generative Neural Parsing
Conference on Empirical Methods in Natural Language Processing · 2017
59
cited
Improving Neural Parsing by Disentangling Model Combination and Reranking Effects
Annual Meeting of the Association for Computational Linguistics · 2017
40
cited
Towards End-to-End In-Image Neural Machine Translation
NLPBT · 2020
30
cited
Semantic Scaffolds for Pseudocode-to-Code Generation
Annual Meeting of the Association for Computational Linguistics · 2020
25
cited
An Empirical Study of Generation Order for Machine Translation
Conference on Empirical Methods in Natural Language Processing · 2019
10
cited
Insertion-Deletion Transformer
arXiv.org · 2020
10
cited
Interactive Assignments for Teaching Structured Neural NLP
TEACHINGNLP · 2021
8
cited
Concerto for string quartet and orchestra : after Handel
1987
Sotabase
Mitchell Stern | Researcher Profile | Sotabase | Sotabase