A great experience to present our work at the Adaptive Experimentation (AE) workshop. Thanks to our colleagues and peers for the fruitful discussion on Gaussian Process and much more! Kudos to Max Balandat eytan bakshy and the AE team of Meta for organizing.
As a collaboration between the Savitski Lab and Magnus Rattray labs, we developed a new statistical framework using #GaussianProcess #GP !
a quick visit to where all began!! UBC Chemistry
(R Krems and Dawn don't have Twitter ❌)
#compchem #GaussianProcess
I sometimes think about how this toy prediction example from the GPML textbook, which uses observations from before 2003 to extrapolate 20 years into the future, turned out to be pretty spot on: gml.noaa.gov/ccgg/trends/gr… #MachineLearning #GaussianProcess #Prediction
New #preprint Encoding domain expertise and physics-based knowledge into multilevel #GaussianProcess - with wavy plots
arxiv.org/abs/2305.08657
Alternative insights emerge from experiments, capturing model variations
Lawrence Bull Matt Jones ROSEHIPS Mark Girolami #Bayes
Time for answers for Question 2 'Does there exist a distribution F such that if X, Y are drawn i.i.d. from F then X+Y ~ U[-1,1]. The answer may surprise you!
Congrats to Gaussian Process for solving (with a different soln)
![Time for answers for Question 2 'Does there exist a distribution F such that if X, Y are drawn i.i.d. from F then X+Y ~ U[-1,1]. The answer may surprise you!
Congrats to @GaussianProcess for solving (with a different soln)](https://pbs.twimg.com/media/F6_X8ktbgAABmNP.jpg "Max Resnick (@MaxResnick1) on Twitter photo 2023-09-27 00:01:22 Time for answers for Question 2 'Does there exist a distribution F such that if X, Y are drawn i.i.d. from F then X+Y ~ U[-1,1]. The answer may surprise you!
Congrats to @GaussianProcess for solving (with a different soln)")
#mostcited
📢Monitoring #CroplandPhenology in #GoogleEarthEngine Using #GaussianProcess Regression by Matías Salinero-Delgado, José Estévez, Luca Pipia, Santiago Belda, et al.
👉 Read the full article: mdpi.com/2072-4292/14/1…
#DataDriven modelling of drop size distributions
Applications to #sprays
👉 arXiv.org arxiv.org/pdf/2305.18049…
#collaboration : Luca Magri Imperial Aeronautics, Thomas Abadie ChemEng Bham & Tullio Traverso The Alan Turing Institute
#MachineLearning #GaussianProcess #FluidDynamics PREMIERE - UKRI-funded Research Programme
Congrats to Apivich H. (Kaotoo) Dai Zhongxiang jasraj Qiao Rui Lin Xiaoqiang Xinyi Xu chuan-sheng see-kiong!
Accepted papers ICML Conference #ICML2023 : #ActiveLearning #NeuralTangentKernel #DeepNeuralNetworks #ShapleyValue #DataValuation #FederatedLearning #CausalInference #GaussianProcess
Hari P. Krishnan Spencer Bosma gian Darrin JB Tina Uncentive sasuke⚡420 illiquidity providoooooooor Corey Hoffstein 🏴☠️ not quite Andrew Mack xjpx S Joel Rubano experquisite Gaussian Process And since we’re posting seemingly random items, here’s a fruit bowl of pomegranates I’m too lazy to do anything with. 😎
something else interesting is that u can also see the non-believers of rsync/beaver who avoids sending flow to them but neutral ones...
u would guess they are competing on the CEX arb flow against the searcher-builders. 🤔
(kudos to Gaussian Process for spotting it 👀)
Spencer Bosma gian Darrin JB Tina Uncentive sasuke⚡420 illiquidity providoooooooor Matthew Mansfield👹 Corey Hoffstein 🏴☠️ not quite Andrew Mack xjpx S Joel Rubano experquisite Gaussian Process Thanks Gian, I haven't been posting much recently, so here's a hat ;-)
check out searcherbuilder.pics to learn more about searcher-builder integration
special thanks to danning.eth⚡️🤖, Toni Wahrstätter ⟠, alex, Gaussian Process, rajiv, Max Resnick, defi guy 🔥🦅, and Titan Builder 🌕👷♂️ for reviewing early versions of the dashboard & its methodologies!
gian Darrin JB Hari P. Krishnan Tina Uncentive sasuke⚡420 illiquidity providoooooooor Matthew Mansfield👹 Corey Hoffstein 🏴☠️ not quite Spencer Bosma xjpx S Joel Rubano experquisite Gaussian Process Everyone is posting cool hats, cats & pomegranates...I'll I've got on hand is this mid bootstrapped model 😂
Appreciate the shoutout good sir 🫡
Feinstein, Zachary, Marcel Kleiber, and Stefan Weber. 'Stochastic Cell Transmission Models of Traffic Networks.' arXiv preprint arXiv:2304.11654 (2023).
#GaussianProcess #TrafficSimulation
arxiv.org/pdf/2304.11654…
Get to learn & master Gaussian Processes in machine learning! Explore their power, benefits, applications & more. Get started with this newbie-friendly guide.
#MachineLearning #AI #ArtificialIntelligence #GaussianProcess
funaiinsights.com/what-is-gaussi…
Read #FeaturePaper 'Outlier-Robust Surrogate Modeling of Ion–Solid Interaction Simulations' from Roland Preuss and Udo von Toussaint. mdpi.com/1099-4300/25/4…
#Gaussianprocess
#Bayesianoptimization
#mixturelikelihood
