Recent theoretical and empirical work on predictive processing and brain plasticity may help explain both the onset of and ...

LLM training data mixture optimization breaks when training pools shift — every prior proxy experiment becomes stale.

Every new piece of evidence reshapes what we thought we knew, and probability trees make that transformation visible. This is the quiet logic behind Bayesian reasoning, where certainty is never ...

nvForest is a highly-optimized and lightweight RAPIDS library that enables fast inference for decision tree models on NVIDIA GPUs and CPUs. It does not train models; it runs inference on models ...

Abstract: As a major provider of LLM inference services, ByteDance has continuously explored diverse accelerator options to meet the rapidly growing inference demands of various heterogeneous LLM ...

Inference Perf is a production-scale GenAI inference performance benchmarking tool that allows you to benchmark and analyze the performance of inference deployments. It is agnostic of model servers ...

Abstract: Outsourcing Decision tree (DT) training and inference to cloud platforms raises privacy concerns. Recent Secure Multi-Party Computation (MPC)-based methods are hindered by heavy overhead.