Are you ready for NeurIPS 2018?

We mentioned in a previous post how excited we are that eight papers by Petuum authors were accepted to NeurIPS 2018, the 32nd Conference on Neural Information Processing Systems. They’ll be presented at the event next week, which runs from December 3–8.

Although we are a relatively young, mid-sized startup, Petuum is among the top eight corporate research institutions with the most accepted papers this year, along with Google Research, Microsoft, Deepmind, Facebook, and IBM Research. This achievement speaks to the exceptional quality of our research team and the cutting-edge nature of the area we are exploring.

Additionally, we are happy to share the news that Petuum placed in the top three entries for each track of the NeurIPS Adversarial Vision Challenge 2018, winning two of them. Our team, Petuum-CMU, placed first in both the Robust Model Track and Targeted Attack Track, and third in the Untargeted Attack Track. The team included Yaodong Yu, our intern, and two of our summer interns Hongyang Zhang and Susu Xu, in addition to Hongbao Zhang (a Senior Machine Learning Engineer at Petuum), Pengtao Xie (our Senior Director of Data Solutions and Service), and Eric Xing (Petuum’s founder, CEO, and Chief Scientist). If you are interested in hearing about how we approached the challenge, the team will be presenting their strategies along with the other winners during the competition workshop on Friday, December 7, at 9:00 AM in Room 518 as part of the NeurIPS 2018 Competition Track Day 1. See the rest of the results here.

If you would like to catch any of our spotlights, paper presentations, or other workshops, here’s the line-up. For those of you who can’t make it, we will be publishing blog posts describing each of these papers in the coming months. The first one, on the development of a hybrid retrieval-generation reinforced agent (HRGR-Agent), is already up! Read it here.

Spotlights

Tuesday Track 3 Session 2: December 4, 4:45-4:50 PM in Room 517 CD

Wednesday Track 2 Session 2: December 5, 4:40-4:45 PM in Room 220 E

Posters

Tuesday Poster Session A: December 4, 10:45 AM-12:45 PM in Room 210 & 230 AB

Tuesday Poster Session B: December 4, 5-7 PM in Room 210 & 230 AB

Wednesday Poster Session A: December 5, 10:45 AM-12:45 PM in Room 210 & 230 AB

Wednesday Poster Session B: December 5, 5-7 PM in Room 210 & 230 AB

Thursday Poster Session A: December 6, 10:45 AM-12:45 PM in Room 210 & 230 AB

Thursday Poster Session B: December 6, 5–7 PM in Room 210 & 230 AB

Workshops

Friday, December 7, 2:30 PM in Room 510 ABCD: MLSys: Workshop on Systems for ML and Open Source Software

  • Dynamic Scheduling For Dynamic Control Flow in Deep Learning Systems, by Jinliang Wei, Vijay Vasudevan, Garth Gibson, and Eric Xing

Saturday, December 8, 9:45 AM in Room 517D: Machine Learning for Health (ML4H): Moving Beyond supervised learning in healthcare

  • Unsupervised Pseudo-Labeling for Extractive Summarization on Electronic Health Records, by Xiangan Liu, Keyang Xu, Pengtao Xie, and Eric Xing

We cannot emphasize enough how proud we are of our researchers. If you would like to join us for a celebration after the event in honor of the hard work our team members have done, please let us know by registering via this form.

See you there!

--

--

--

One Machine Learning Platform to Serve Many Industries: Petuum, Inc. is a startup building a revolutionary AI & ML solution development platform petuum.com

Love podcasts or audiobooks? Learn on the go with our new app.

Recommended from Medium

1000x Smaller GPT-3/2? LoRA: Low-Rank Adaptation of Large Language Models

Cutout regularization for CNNs

Link Analysis: PageRank II

Google Building Helpful Browser With Machine Learning

Using Deep Learning for Complex Physical Processes

Diverse Mini-Batch Active Learning: A Reproduction Exercise

Cost-effective Hyper-parameter Tuning using AdaptDL with NNI

Simple SGD implementation in Python for Linear Regression on Boston Housing Data

Get the Medium app

A button that says 'Download on the App Store', and if clicked it will lead you to the iOS App store
A button that says 'Get it on, Google Play', and if clicked it will lead you to the Google Play store
Petuum, Inc.

Petuum, Inc.

One Machine Learning Platform to Serve Many Industries: Petuum, Inc. is a startup building a revolutionary AI & ML solution development platform petuum.com

More from Medium

Ch. 4 Karaoke Nights — American Idiot & Don’t Stop Believin’

What even is AI ethics?

Do you happen to see your friends talking about technology and feel embarrassed that you know…

TIME: Self-Learning, Machine to Teach ‘Computer’