A novel federated learning framework for medical imaging: Resource-efficient approach combining PCA with early stopping. [PDF]
Med PhysNanekaran NP, Ukwatta E.
europepmc +1 more source
A two-stage phase II clinical trial design with nested criteria for early stopping and efficacy. [PDF]
Pharm Stat, 2019 DeVeaux M, Kane M, Wei W, Zelterman D.
europepmc +1 more source
Advanced Materials, EarlyView.The perspective presents an integrated view of neuromorphic technologies, from device physics to real‐time applicability, while highlighting the necessity of full‐stack co‐optimization. By outlining practical hardware‐level strategies to exploit device behavior and mitigate non‐idealities, it shows pathways for building efficient, scalable, and ...
Kapil Bhardwaj +8 more
wiley +1 more source
An Enhanced Moss Growth Optimization Algorithm with Outpost Mechanism and Early Stopping Strategy for Production Optimization in Tight Reservoirs. [PDF]
Biomimetics (Basel)Wang C, Tan C, Cheng Y.
europepmc +1 more source
Phase‐Pure and Size‐Tunable Tin Halide Perovskite Quantum Dots
Advanced Materials, EarlyView.A trioctylphosphine oxide modulated protocol allows for the synthesis and study of the optical properties of a broad library of tin halide perovskite quantum dots across multiple A‐ and X‐site compositions with precise size tuning while eliminating unwanted 2D phases.
Ole F. Dressler +7 more
wiley +1 more source
Early Stopping and Non-parametric Regression: An Optimal Data-dependent Stopping Rule
, 2014 Early stopping is a form of regularization based on choosing when to stop running an iterative algorithm. Focusing on non-parametric regression in a reproducing kernel Hilbert space, we analyze the early stopping strategy for a form of gradient-descent ...
Raskutti, Garvesh +2 more
core
Early Stopping Byzantine Agreement in $(1+\epsilon) \cdot f$ Rounds
In this paper, we present two early stopping Byzantine agreement protocols in the authenticated setting against a corrupt minority $t < n/2$, where $t$ represents the maximum number of malicious parties. Early stopping protocols ensure termination within
Julian Loss +2 more
core +1 more source
Phase Engineering of Atomically Precise Nanoclusters (APNCs) of Gold and Beyond
Advanced Materials, EarlyView.Engineering the structural phase of materials is of paramount importance for both fundamental research and practical applications. In this Review, we summarize the recent progress in controlling the phases of atomically precise nanoclusters (APNCs) of gold, silver and copper, as well as bimetallic systems. The phase‐enabled material properties of APNCs
Yitong Wang +4 more
wiley +1 more source
Advanced Materials for Biologics Delivery to Brain Tumors
Advanced Materials, EarlyView.Material innovation is central to unlocking the therapeutic potential of biologics against many central nervous system diseases, including brain cancer. By engineering carriers with controlled transport, targeting, and release properties, advanced materials can overcome the blood–brain barrier and tumor microenvironment, improving the delivery of ...
Yuran Feng +4 more
wiley +1 more source
Perpetual Barrier Options in Jump-Diffusion Models [PDF]
We present a closed form solution to the perpetual American double barrier call option problem in a model driven by a Brownian motion and a compound Poisson process with exponential jumps.
Pavel V. Gapeev
core