Lee Spector

Lee Spector

Hampshire College

H-index: 50

North America-United States

About Lee Spector

Lee Spector, With an exceptional h-index of 50 and a recent h-index of 29 (since 2020), a distinguished researcher at Hampshire College, specializes in the field of Artificial Intelligence, Cognitive Science, Artificial Life, Evolutionary Biology.

His recent articles reflect a diverse array of research interests and contributions to the field:

Generational Computation Reduction in Informal Counterexample-Driven Genetic Programming

DALex: Lexicase-Like Selection via Diverse Aggregation

Particularity

Informed Down-Sampled Lexicase Selection: Identifying productive training cases for efficient problem solving

Leveraging Symbolic Regression for Heuristic Design in the Traveling Thief Problem

Can the Problem-Solving Benefits of Quality Diversity Be Obtained Without Explicit Diversity Maintenance?

Objectives Are All You Need: Solving Deceptive Problems Without Explicit Diversity Maintenance

A static analysis of informed down-samples

Lee Spector Information

University

Position

Professor of Computer Science

Citations(all)

8830

Citations(since 2020)

3046

Cited By

8460

hIndex(all)

50

hIndex(since 2020)

29

i10Index(all)

123

i10Index(since 2020)

65

Email

University Profile Page

Hampshire College

Google Scholar

View Google Scholar Profile

Lee Spector Skills & Research Interests

Artificial Intelligence

Cognitive Science

Artificial Life

Evolutionary Biology

Top articles of Lee Spector

Title

Journal

Author(s)

Publication Date

Generational Computation Reduction in Informal Counterexample-Driven Genetic Programming

Thomas Helmuth

Edward Pantridge

James Gunder Frazier

Lee Spector

2024/3/28

DALex: Lexicase-Like Selection via Diverse Aggregation

Andrew Ni

Li Ding

Lee Spector

2024/3/28

Particularity

Lee Spector

Li Ding

Ryan Boldi

2024/2/18

Informed Down-Sampled Lexicase Selection: Identifying productive training cases for efficient problem solving

Evolutionary Computation

Ryan Boldi

Martin Briesch

Dominik Sobania

Alexander Lalejini

Thomas Helmuth

...

2024/1/26

Leveraging Symbolic Regression for Heuristic Design in the Traveling Thief Problem

arXiv preprint arXiv:2404.12750

Andrew Ni

Lee Spector

2024/4/19

Can the Problem-Solving Benefits of Quality Diversity Be Obtained Without Explicit Diversity Maintenance?

Ryan Boldi

Lee Spector

2023/7/15

Objectives Are All You Need: Solving Deceptive Problems Without Explicit Diversity Maintenance

arXiv preprint arXiv:2311.02283

Ryan Boldi

Li Ding

Lee Spector

2023/11/4

A static analysis of informed down-samples

Ryan Boldi

Alexander Lalejini

Thomas Helmuth

Lee Spector

2023/7/15

Quality diversity through human feedback

arXiv preprint arXiv:2310.12103

Li Ding

Jenny Zhang

Jeff Clune

Lee Spector

Joel Lehman

2023/10/18

Analyzing the interaction between down-sampling and selection

arXiv preprint arXiv:2304.07089

Ryan Boldi

Ashley Bao

Martin Briesch

Thomas Helmuth

Dominik Sobania

...

2023/4/14

Constructor algorithms for building unconventional computers able to solve NP-complete problems

arXiv preprint arXiv:2309.10082

Tony McCaffrey

Thomas E Gorochowski

Lee Spector

2023/9/18

Multi-objective evolutionary architecture search for parameterized quantum circuits

Entropy

Li Ding

Lee Spector

2023/1/3

The Problem Solving Benefits of Down-sampling Vary by Selection Scheme

Ryan Boldi

Ashley Bao

Martin Briesch

Thomas Helmuth

Dominik Sobania

...

2023/7/15

Particularity 2023. Particularity. In. New York: Springer. To appear.

Genetic Programming Theory and Practice XX

L Spector

L Ding

R Boldi

2023/1

Probabilistic lexicase selection

Proceedings of the Genetic and Evolutionary Computation Conference

Li Ding

Edward Pantridge

Lee Spector

2023/7/12

Optimizing neural networks with gradient lexicase selection

Li Ding

Lee Spector

2022/1/28

Problem-solving benefits of down-sampled lexicase selection

Artificial Life

Thomas Helmuth

Lee Spector

2021/9/1

Going faster and hence further with lexicase selection

Li Ding

Ryan Boldi

Thomas Helmuth

Lee Spector

2022/7/9

Evolving and Analyzing Modularity with GLEAM (Genetic Learning by Extraction and Absorption of Modules)

Anil Kumar Saini

Lee Spector

2022

Lexicase selection at scale

Li Ding

Ryan Boldi

Thomas Helmuth

Lee Spector

2022/7/9

See List of Professors in Lee Spector University(Hampshire College)

Co-Authors

H-index: 95
Jim Hendler

Jim Hendler

Rensselaer Polytechnic Institute

H-index: 55
Sean Luke

Sean Luke

George Mason University

H-index: 36
Matthew Lackner

Matthew Lackner

University of Massachusetts Amherst

H-index: 24
William G. La Cava

William G. La Cava

University of Pennsylvania

H-index: 21
Thomas Helmuth

Thomas Helmuth

Hamilton College

H-index: 9
Alan Robinson

Alan Robinson

University of California, San Diego

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