[Updated on 2021-02-01: Updated to version 2.0 with several work added and many typos fixed.]
[Updated on 2021-05-26: Add P-tuning and Prompt Tuning in the “prompt design” section.]
[Updated on 2021-09-19: Add “unlikelihood trainin…
The world has forgotten how to wait. And this lack of patience is putting businesses under strain. Customers expect queries to get an instant response — and if a company fails to deliver, they’ll often lose the customer for good. Where has this expectation come from? In no small part, it’s down to the use […]
Artykuł How AI in Customer Services Can Transform Your Business pochodzi z serwisu DLabs.AI.
Effective sales forecasting is the key to success for almost every business. However, creating accurate forecasts that reflect reality can feel like ‘mission impossible.’ That’s why we’ve used our experience developing sales-focused software to put together five tips that will help you forecast more accurately. Why Sales Forecasting Is Key In Business? Before we get […]
Artykuł Sales Forecasting: 5 Tips To Improve Your Process (Supported By A Case Study) pochodzi z serwisu DLabs.AI.
I enjoyed my conversations with Timnit when she was in the MSR-NYC lab, so her situation has been on my mind throughout NeurIPS. Piecing together what happened second-hand is always tricky, but Jeff Dean’s account and Timnit’s agree on a basic outline. Timnit and others wrote a paper for FAccT which was approved for submission …
Continue reading “What is the Right Response to Employer Misbehavior in Research?”
In my previous article, I compared the performance of Python to JavaScript when training a machine learning model. Though JavaScript should have had a computational advantage, it didn’t stand a chance against Python. Data processing is Python’s strong suit. In contrast, as illustrated by my study, JavaScript can only handle smaller datasets. Truth be told, […]
Artykuł This Is Where JavaScript Beats Python For Machine Learning pochodzi z serwisu DLabs.AI.
Neural networks naturally learn many transformed copies of the same feature, connected by symmetric weights.
November 2020 gwern.net newsletter with links on DL and genomics scaling, dark mode rewrite, 1 essay, and 1 opera review (‘The Ring’ cycle).
This post is cross-listed on the CMU ML blog. The International Conference on Machine Learning (ICML) is a flagship machine learning conference that in 2020 received 4,990 submissions and managed a pool of 3,931 reviewers and area chairs. Given that the stakes in the review process are high — the careers of researchers are often significantly …
Continue reading “Experiments with the ICML 2020 Peer-Review Process”
Disclaimer, these are just my opinions and not necessarily those of my employer or robotics colleagues.2021-04-23: If you liked this post, you may be interested in a more recent blog post I wrote on why I believe in end-to-end learning for robots.Hacke…