Non-iid data - Open Access .click

Results 151 to 160 of about 13,312 (255)

PFL-NON-IID Framework: Evaluating MOON Algorithm on Handling Non-IID Data Distributions

, 2023
Sheng Chen, Jiancheng Peng, Andi Tong, Cong Wu +3 more
openaire +1 more source

Understanding mammal avoidance of human settlements

Journal of Animal Ecology, EarlyView.
Terrestrial mammals often avoid human settlements, but is this a result of human activity around buildings or the built infrastructure per se? Using data on animal movement before and during the COVID‐19 lockdowns, this paper disentangles these effects, showing how changes in human mobility affect animals' avoidance of buildings. Abstract Anthropogenic
Jonathan R. Potts +75 more
wiley +1 more source

Communication-Efficient Federated Learning with Dual-Sided Sparse Aggregation for Edge Sensing Systems. [PDF]

Sensors (Basel)
Zhao H, Li J.
europepmc +1 more source

Quantile‐Dependent Volatility Interconnectedness Between Commodity Markets, Oil Price Uncertainty, and Global Supply Chain Pressure

Australian Economic Papers, EarlyView.
ABSTRACT This study examines volatility interconnectedness among selected agricultural commodities and precious/industrial metals, together with oil price uncertainty and global supply chain pressure, over the period January 1998 to June 2024 using a Quantile‐on‐Quantile connectedness framework.
Muhammed Benli, Halil Altıntaş
wiley +1 more source

Experimentally Validated Quantum-Secure Federated Learning over a Multi-user Quantum Network. [PDF]

Research (Wash D C)
Liu ZP +8 more
europepmc +1 more source

Beyond Inflation: The Adequacy of Out‐of‐Home Care Allowances in Australia

Australian Economic Review, EarlyView.
ABSTRACT Research Question This study examines whether home‐based (foster, kinship or relative) out‐of‐home care (OOHC) allowances in New South Wales, Australia, adequately reflect the contemporary costs of caring for children. Research Findings We find that real median expenditure among families with children increased by 23%–30% between 2006 and 2022,
Ou Yang +4 more
wiley +1 more source

Threshold-adaptive pruning with multi-key homomorphic encryption for communication-efficient secure federated learning. [PDF]

PLoS One
Guo J, Liu R, Xing J.
europepmc +1 more source

Opening the Door Wider to Community Support of People With Serious Mental Illnesses: What States Can Learn From the IDD Experience

The Milbank Quarterly, EarlyView.
Policy Points The federal government should provide states with authorities under Medicaid that allow greater use of home and community‐based services for people with serious and persistent mental illness. This requires deemphasizing authorities that require budget neutrality in a post‐institutionalization world (Section 1115 waivers) and relying on ...
HAROLD POLLACK, RICHARD FRANK, SHERRY GLIED +2 more
wiley +1 more source

Optimization of cross-institutional medical federated learning framework driven by confidential computing. [PDF]

Sci Rep
Xu F, Wei X, Zhao Z, Sun P.
europepmc +1 more source

Not all Temperature Shocks are Alike: Disentangling Heat and High Temperature Shocks and Their Effects on Inflation in Australia

Economic Record, EarlyView.
We study the effects of heat and high temperature shocks on inflation in Australia using monthly, state‐level temperature anomaly data via two stages. In the first stage, we decompose temperature anomalies into orthogonal components using a structural vector autoregression with long‐run restrictions.
Tan Dat Huynh, Mengheng Li
wiley +1 more source

federated learning
fos: computer and information sciences
machine learning cs.lg

computer science - machine learning
non-iid
machine learning

machine learning stat.ml
statistics - machine learning
deep learning