machine learning – Page 8 – Andrew Fairless, Ph.D.

What I Read: Confidence intervals, balanced accuracy

By Andrew Fairless on March 14, 2024January 25, 2024

https://code.groundlight.ai/python-sdk/blog/confidence-intervals-for-balanced-accuracy Tales from the Binomial Tail: Confidence intervals for balanced accuracyTed SandlerSenior Applied Scientist at GroundlightLeo DiracCTO and Co-founder at GroundlightJanuary 16, 2024 “…we put careful thought into measuring theContinue readingWhat I Read: Confidence intervals, balanced accuracy

What I Read: Safety, Autonomous Vehicles

By Andrew Fairless on March 12, 2024January 25, 2024

https://www.quantamagazine.org/how-to-guarantee-the-safety-of-autonomous-vehicles-20240116/ How to Guarantee the Safety of Autonomous VehiclesSteve Nadis1/16/24 10:43 AM “Driverless cars and planes are no longer the stuff of the future…. But there are legitimate concerns aboutContinue readingWhat I Read: Safety, Autonomous Vehicles

What I Read: Deep learning, single-cell sequencing

By Andrew Fairless on March 6, 2024January 25, 2024

https://thegradient.pub/deep-learning-for-single-cell-sequencing-a-microscope-to-uncover-the-rich-diversity-of-individual-cells/ Deep learning for single-cell sequencing: a microscope to see the diversity of cellsFatima Zahra El Hajji1/13/24 1:12 PM “…we will explore the pivotal role that Deep Learning, in particular,Continue readingWhat I Read: Deep learning, single-cell sequencing

What I Read: Salmon, Loop

By Andrew Fairless on March 5, 2024January 25, 2024

https://thegradient.pub/salmon-in-the-loop/ Salmon in the LoopKevin McCraney12/16/23 12:00 PM “Building a computer vision system for a highly-regulated industry, such as hydropower utilities, can be a challenging task due to the needContinue readingWhat I Read: Salmon, Loop

What I Read: Self-Attention in GPT

By Andrew Fairless on March 4, 2024January 25, 2024

https://twiecki.io/blog/2024/01/04/ An Intuitive Guide to Self-Attention in GPT: The Venetian MasqueradeThomas WieckiJanuary 4, 2024 “In AI, especially with something as intricate as self-attention, it’s easy to get lost in theContinue readingWhat I Read: Self-Attention in GPT

What I Read: Random Forests, Estimation of Information-Theoretic Quantities

By Andrew Fairless on February 27, 2024January 25, 2024

https://arxiv.org/abs/1907.00325v7 Random Forests for Adaptive Nearest Neighbor Estimation of Information-Theoretic QuantitiesRonan Perry, Ronak Mehta, Richard Guo, Eva Yezerets, Jesús Arroyo, Mike Powell, Hayden Helm, Cencheng Shen, Joshua T. Vogelstein “WeContinue readingWhat I Read: Random Forests, Estimation of Information-Theoretic Quantities

What I Read: Research Directions

By Andrew Fairless on February 21, 2024January 7, 2024

https://nlpnewsletter.substack.com/p/nlp-research-in-the-era-of-llms NLP Research in the Era of LLMs5 Key Research Directions Without Much ComputeSebastian RuderDec 19, 2023 “In an era where running state-of-the-art models requires a garrison of expensive GPUs,Continue readingWhat I Read: Research Directions

What I Read: Instruction Tuning

By Andrew Fairless on February 19, 2024December 19, 2023

https://gaotianyu.xyz/blog/2023/11/30/instruction-tuning/ Teach Llamas to Talk: Recent Progress in Instruction TuningTianyu Gao30 November 2023 “…open-ended instruction tuning… fine-tunes an LLM such that it can follow user instructions…. there have been numerousContinue readingWhat I Read: Instruction Tuning

What I Read: Will Scaling Solve Robotics?

By Andrew Fairless on February 15, 2024December 19, 2023

https://nishanthjkumar.com/Will-Scaling-Solve-Robotics-Perspectives-from-CoRL-2023/ Will Scaling Solve Robotics?: Perspectives From Corl 2023Nishanth J. Kumar “…is training a large neural network on a very large dataset a feasible way to solve robotics?”

What I Read: 3D human pose estimation

By Andrew Fairless on February 14, 2024December 19, 2023

https://perceiving-systems.blog/en/news/third-wave-3d-human-pose-and-shape-estimation Third wave 3D human pose and shape estimationPerceiving Systems Blog04 December 2023 “…PoseGPT looks at the whole image and can reason about people in context…. we can now relateContinue readingWhat I Read: 3D human pose estimation

Tag: machine learning