Latest posts tagged with #GaussianProcess on Bluesky
If you are around and interested in: 🔹 Causal Inference 🔹 Time-series analysis 🔹 Probabilistic modeling / GPs
Please feel free to DM me or let’s grab a coffee during the breaks! I’d love to exchange ideas.
#MachineLearning #CausalInference #GaussianProcess #EnvironmentalData #Singapore #Conference
A framework using #GaussianProcess Regression + SHAP helps quantify how neurological + demographic factors impact walking performance in people with #SpinalCordInjury.
Read the study: ieeexplore.ieee.org/document/11215849
Relative Information Gain Improves Gaussian Process Regression
Researchers propose 'relative information gain', a metric that improves GP regression with tighter bounds. The 28‑page paper was submitted on 5 Oct 2025. Read more: getnews.me/relative-information-gai... #relativeinformationgain #gaussianprocess
Trained Shallow Neural Networks Converge to Gaussian Processes
Research presented in 2025 gives upper bounds on Wasserstein distance between trained shallow networks and their Gaussian process limit, showing polynomial decay with width. getnews.me/trained-shallow-neural-n... #neuralnetworks #gaussianprocess
Graph Random Features Enable Faster Gaussian Processes on Large Graphs
Graph random features (GRFs) reduce Gaussian-process cost from O(N³) to O(N^{3/2}), allowing inference on graphs with over 1 million nodes on a single chip. getnews.me/graph-random-features-en... #graphrandomfeatures #gaussianprocess
InqEduAgent Offers Adaptive AI Learning Partners via Gaussian Process
InqEduAgent pairs learners with AI‑driven virtual study partners and uses Gaussian‑process matching to adapt partner selection; the code and data are open on GitHub. Read more: getnews.me/inqeduagent-offers-adapt... #ai #gaussianprocess #education
Gaussian Process Adaptive Tracking Enhances Autonomous Vehicles
A new trajectory‑tracking method blends Gaussian Process learning, validated on a 1/10‑scale electric race‑car; the paper was first submitted Jan 2025. Read more: getnews.me/gaussian-process-adaptiv... #gaussianprocess #autonomousvehicles
New Method Calibrates Location Errors for More Accurate Radio Maps
A method calibrates location errors in Gaussian-process radio maps, keeping RMSE loss to about 0.25-0.29 dB for sensor positions. Tested on mobility data, it beats baselines by 1 dB. getnews.me/new-method-calibrates-lo... #radiomaps #gaussianprocess
Bayesian Algorithms for Adversarial Online Learning in Infinite Actions
Researchers propose a Thompson sampling that uses a Gaussian‑process prior on the d‑dimensional unit cube [0,1]^d and achieves a regret bound of O(β√(Td log(1+√d λ/β))). getnews.me/bayesian-algorithms-for-... #thompsonsampling #gaussianprocess
Gaussian Process Policy Iteration with Schwarz Acceleration for HJB
GP policy iteration with additive Schwarz acceleration speeds HJB and mean‑field game convergence; the arXiv preprint was posted 19 Sep 2025. Read more: getnews.me/gaussian-process-policy-... #gaussianprocess #hjb
My manuscript has hit the #arXiv. Take a look at what I've been thinking about for the past couple of years. It's far from pioneering or perfect, but it's my first step into #astrostatistics. In other news, I have become #GaussianProcess proselytiser-in-chief. #firstpost arxiv.org/abs/2508.09441
