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DALex: Lexicase-Like Selection via Diverse Aggregation

Ni, A; Ding, L; Spector, L (April 2024, Genetic Programming. EuroGP 2024. Lecture Notes in Computer Science, vol 14631. Springer, Cham.)

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Test-retest Reliability of Neurovascular Coupling and Impairment in Epilepsy Measured by fNIRS and EEG

Smith, Q; Farrand, J; Limvaree, I; Edwards, S; Stephens, T; Dunn, IF; Connor, A; Ding, L; Yuan, H (July 2024, Conf Proc IEEE Eng Med Biol Soc)

Free, publicly-accessible full text available July 13, 2025
Particularity 2023. Particularity. In. New York: Springer. To appear.

Spector, L.; Ding, L; Boldi, R. (January 2023, Genetic Programming Theory and Practice XX)

We describe a design principle for adaptive systems under which adaptation is driven by particular challenges that the environment poses, as opposed to average or otherwise aggregated measures of performance over many challenges. We trace the development of this "particularity" approach from the use of lexicase selection in genetic programming to "particularist" approaches to other forms of machine learning and to the design of adaptive systems more generally.
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Kernel Packet: An Exact and Scalable Algorithm for Gaussian Process Regression with Matérn Correlations

Chen, H.; Ding, L; Tuo, R. (January 2022, Journal of machine learning research)
Marc Peter Deisenroth (Ed.)
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Topological modes in a laser cavity through exceptional state transfer

https://doi.org/10.1126/science.abl6571

Schumer, A.; Liu, Y. G.; Leshin, J.; Ding, L.; Alahmadi, Y.; Hassan, A. U.; Nasari, H.; Rotter, S.; Christodoulides, D. N.; LiKamWa, P.; et al (February 2022, Science)

A laser cavity is designed with a spatial mode that exploits the topology surrounding an exceptional point.
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Generalization guarantees for sparse kernel approximation with entropic optimal features

Ding, L; Tuo, R; Shahrampour, S. (January 2020, Proceedings of Machine Learning Research)
null (Ed.)
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Identified charged-hadron production in $p + Al$ , ${}^{3}{He} + Au$ , and $Cu + Au$ collisions at $\sqrt{s_{N N}} = 200 GeV$ and in $U + U$ collisions at $\sqrt{s_{N N}} = 193 GeV$

https://doi.org/10.1103/PhysRevC.109.054910

Abdulameer, N_J; Acharya, U.; Adare, A.; Aidala, C.; Ajitanand, N_N; Akiba, Y.; Akimoto, R.; Alexander, J.; Alfred, M.; Andrieux, V.; et al (May 2024, Physical Review C)
Low- $p_{T}$ direct-photon production in $Au + Au$ collisions at $\sqrt{s_{N N}} = 39$ and 62.4 GeV

https://doi.org/10.1103/PhysRevC.107.024914

Abdulameer, N. J.; Acharya, U.; Adare, A.; Aidala, C.; Ajitanand, N. N.; Akiba, Y.; Akimoto, R.; Al-Ta'ani, H.; Alexander, J.; Alfred, M.; et al (February 2023, Physical Review C)

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Measurement of $ϕ$ -meson production in $Cu + Au$ collisions at $\sqrt{s_{N N}} = 200$ GeV and $U + U$ collisions at $\sqrt{s_{N N}} = 193$ GeV

https://doi.org/10.1103/PhysRevC.107.014907

Abdulameer, N. J.; Acharya, U.; Aidala, C.; Ajitanand, N. N.; Akiba, Y.; Akimoto, R.; Alexander, J.; Alfred, M.; Alibordi, M.; Aoki, K.; et al (January 2023, Physical Review C)

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Production of $b \bar{b}$ at forward rapidity in $p + p$ collisions at $\sqrt{s} = 510 GeV$

https://doi.org/10.1103/PhysRevD.102.092002

Acharya, U.; Adare, A.; Aidala, C.; Ajitanand, N. N.; Akiba, Y.; Akimoto, R.; Alfred, M.; Apadula, N.; Aramaki, Y.; Asano, H.; et al (November 2020, Physical Review D)
null (Ed.)
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