Monitaur (@MonitaurAI) header
Monitaur (@MonitaurAI) profile picture

AI Governance Software. Machine Learning Assurance.

Boston, MA
Joined July 2019
Photo by Monitaur (@MonitaurAI)Photo by Monitaur (@MonitaurAI)Photo by Monitaur (@MonitaurAI)Photo by Monitaur (@MonitaurAI)Photo by Monitaur (@MonitaurAI)Photo by Monitaur (@MonitaurAI)Photo by Monitaur (@MonitaurAI)Photo by Monitaur (@MonitaurAI)Photo by Monitaur (@MonitaurAI)Photo by Monitaur (@MonitaurAI)
Great webinar on #AI bias from @MonitaurAI earlier this week. Good combination of the difficulties defining bias as well as a technical description of bias tests.
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Congrats to all of our alumni cos. who have collectively raised over $100M in funding over the last three months! 💸🎉 ⚡️ @sparkcharge - 2018 🩺 @careacademyco - 2017 💻 @MonitaurAI - 2020 🚢 @tiveInc - 2017 🧬 @HavenRx - 2021 ♻️ @thefuturescore - 2021
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How AI regulation is developing in the insurance industry wp.me/p8wLEc-bwcU by Anthony Habayeb
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Our latest selection of recommended articles covers a lot of ground, from overfitting and supply-chain issues to AI bias, and includes @divya_gopinath's post on explainability techniques and a lively discussion featuring @mmitchell_ai and @jeremiecharris. buff.ly/3Bovtl5
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10 Standard Datasets for Practicing Applied Machine Learning machinelearningmastery.com/s…
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Twitter is the closest we have to a human neural network Each of us are nodes in the collective network… Transforming the information we receive with our weights and biases and propagating it to others
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"The Lifecycle View of Trustworthy AI" co-authored with @oliviadoesnlp. We outline what needs to happen in the second act of toolkits for trustworthy AI (fairness, explainability, robustness, privacy, uncertainty quantification, causal inference). medium.com/ibm-data-ai/the-l…
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Is There a Feature Store Over the Rainbow? by Byron Allen buff.ly/3vLz8bG
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Data validation is a key component in ensuring the quality of your pipeline, and @felipeadachi has a step-by-step guide to building it into your workflow using whylogs and GitHub actions. buff.ly/3D6GqZO
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Monitaur retweeted
Practical machine learning recipe: 1. Understand the problem 2. Determine performance goal 3. Collect and prepare data 4. Compute a baseline 5. Build a model that beats it From this point, iterate until "good enough": 6. Tune your data and model 7. Measure, update baseline
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Monitaur retweeted
A short history of neural net architectures 1958-2021.
The machine learning research community is very and very vibrant. Here is what I mean...🧵🧵
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Great summary of ML & DL, starting with perceptrons in 1950's. And in particular, a great summary of the latest developments re architectures for SOTA computer vision: CNNs -> visual transformers -> MLPs again without attention or convolutions -> CNNs again (ResNets tuned well)
The machine learning research community is very and very vibrant. Here is what I mean...🧵🧵
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Far-off AI apocalypses may capture the imagination, but distract from the real military, economic and environmental hazards experienced by the Global South today. @AdityaSChawla & Daniel Vale (@eLaw_Leiden) on ‘Existential Risks’ in New AI Lexicon: medium.com/a-new-ai-lexicon/…
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Call for Proposals for this year's conference is out!🥳🥳🥳 Final submissions will be due on December 3, 2021. Details here: facctconference.org/2022/cfp… Excited to see what the community has to say about the following topics ⬇️⬇️⬇️
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Being a startup founder is probably one of the loneliest and stressful jobs you can have. Proper rest, exercise, and sleep are mandatory requirements of the gig. Take care of yourself out there. – at San Mateo, CA
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We're opening two new positions in the Open Source Team at Hugging Face: a vision ML Engineer to help us with all those new architectures for CV and a PyTorch ML Engineer to help us with PyTorch trainings.
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