New crossover operators in linear genetic programming for multiclass object classification. - Carlton Downey; Mengjie Zhang 001; Will N. Browne (GECCO, 2010)

Temporal Difference Bayesian Model Averaging: A Bayesian Perspective on Adapting Lambda. - Carlton Downey; Scott Sanner (ICML, 2010)

Execution trace caching for Linear Genetic Programming. - Carlton Downey; Mengjie Zhang 001 (IEEE Congress on Evolutionary Computation, 2011)

Parallel Linear Genetic Programming. - Carlton Downey; Mengjie Zhang 001 (EuroGP, 2011)

Caching for parallel linear genetic programming. - Carlton Downey; Mengjie Zhang 001 (GECCO (Companion), 2011)

Parallel linear genetic programming for multi-class classification. - Carlton Downey; Mengjie Zhang 001; Jing Liu 006 (Genet. Program. Evolvable Mach., 2012)

Supervised Learning for Dynamical System Learning. - Ahmed Hefny; Carlton Downey; Geoffrey J. Gordon (NIPS, 2015)

Large-scale randomized-coordinate descent methods with non-separable linear constraints. - Sashank J. Reddi; Ahmed Hefny; Carlton Downey; Avinava Dubey; Suvrit Sra (UAI, 2015)

A New View of Predictive State Methods for Dynamical System Learning. - Ahmed Hefny; Carlton Downey; Geoffrey J. Gordon (CoRR, 2015)

Predictive State Recurrent Neural Networks. - Carlton Downey; Ahmed Hefny; Byron Boots; Geoffrey J. Gordon; Boyue Li (NIPS, 2017)

Practical Learning of Predictive State Representations. - Carlton Downey; Ahmed Hefny; Geoffrey J. Gordon (CoRR, 2017)

An Efficient, Expressive and Local Minima-Free Method for Learning Controlled Dynamical Systems. - Ahmed Hefny; Carlton Downey; Geoffrey J. Gordon (AAAI, 2018)

Speaker Diarization with LSTM. - Quan Wang; Carlton Downey; Li Wan 004; Philip Andrew Mansfield; Ignacio López-Moreno (ICASSP, 2018)

Initialization matters: Orthogonal Predictive State Recurrent Neural Networks. - Krzysztof Choromanski; Carlton Downey; Byron Boots (ICLR (Poster), 2018)

Learning and Inference in Hilbert Space with Quantum Graphical Models. - Siddarth Srinivasan; Carlton Downey; Byron Boots (NeurIPS, 2018)

Links: A High-Dimensional Online Clustering Method. - Philip Andrew Mansfield; Quan Wang; Carlton Downey; Li Wan 004; Ignacio López-Moreno (CoRR, 2018)

Identifying Driver Interactions via Conditional Behavior Prediction. - Ekaterina I. Tolstaya; Reza Mahjourian; Carlton Downey; Balakrishnan Varadarajan; Benjamin Sapp; Dragomir Anguelov (ICRA, 2021)

VN-Transformer: Rotation-Equivariant Attention for Vector Neurons. - Serge Assaad; Carlton Downey; Rami Al-Rfou'; Nigamaa Nayakanti; Benjamin Sapp (Trans. Mach. Learn. Res., 2023)