Results 11 to 20 of about 1,173,714 (339)
Stability Is Stable: Connections between Replicability, Privacy, and Adaptive Generalization [PDF]
Symposium on the Theory of Computing, 2023 The notion of replicable algorithms was introduced by Impagliazzo, Lei, Pitassi, and Sorrell (STOC’22) to describe randomized algorithms that are stable under the resampling of their inputs.
Mark Bun +7 more
semanticscholar +1 more source
Investigating Variation in Replicability: A “Many Labs” Replication Project
, 2022 Although replication is a central tenet of science, direct replications are rare in psychology. This research tested variation in the replicability of thirteen classic and contemporary effects across 36 independent samples totaling 6,344 participants. In
R. A. Klein +50 more
semanticscholar +1 more source
Replicability in Reinforcement Learning [PDF]
Neural Information Processing Systems, 2023 We initiate the mathematical study of replicability as an algorithmic property in the context of reinforcement learning (RL). We focus on the fundamental setting of discounted tabular MDPs with access to a generative model. Inspired by Impagliazzo et al.
Amin Karbasi +3 more
semanticscholar +1 more source
Replicability and stability in learning [PDF]
arXiv.org, 2023 Replicability is essential in science as it allows us to validate and verify research findings. Impagliazzo, Lei, Pitassi and Sorrell (`22) recently initiated the study of replicability in machine learning.
Zachary Chase, S. Moran, A. Yehudayoff
semanticscholar +1 more source
Investigating the replicability of preclinical cancer biology
eLife, 2021 Replicability is an important feature of scientific research, but aspects of contemporary research culture, such as an emphasis on novelty, can make replicability seem less important than it should be.
Timothy M. Errington +6 more
semanticscholar +1 more source
Frontiers in Energy Research, 2023 The scalability and replicability analysis (SRA) is usually performed for Smart Grid Architecture Model (SGAM) projects to assess the applicability of proposed solutions in various regions, conditions, densities, and sizes.
Despoina I. Makrygiorgou +7 more
doaj +1 more source
A discipline-wide investigation of the replicability of Psychology papers over the past two decades
Proceedings of the National Academy of Sciences of the United States of America, 2023 Significance The number of manually replicated studies falls well below the abundance of important studies that the scientific community would like to see replicated.
Youyou Wu, Yang Yang, Brian Uzzi
semanticscholar +1 more source
Replicability, Robustness, and Reproducibility in Psychological Science.
Annual Review of Psychology, 2020 Replication-an important, uncommon, and misunderstood practice-is gaining appreciation in psychology. Achieving replicability is important for making research progress.
B. Nosek +15 more
semanticscholar +1 more source
British medical journal, 2020 Machine learning, artificial intelligence, and other modern statistical methods are providing new opportunities to operationalise previously untapped and rapidly growing sources of data for patient benefit. Despite much promising research currently being
Sebastian J. Vollmer +17 more
semanticscholar +1 more source
Replicability in Lithic Analysis
American Antiquity, 2023 The ubiquity and durability of lithic artifacts inform archaeologists about important dimensions of human behavioral variability. Despite their importance, lithic artifacts can be problematic to study because lithic analysts differ widely in their ...
J. Pargeter +12 more
semanticscholar +1 more source