AutoML for Contextual Bandits. - Praneet Dutta; Man Kit Cheuk; Jonathan S. Kim; Massimo Mascaro (CoRR, 2019)

3D Conditional Generative Adversarial Networks to enable large-scale seismic image enhancement. - Praneet Dutta; Bruce Power; Adam Halpert; Carlos Ezequiel; Aravind Subramanian; Chanchal Chatterjee; Sindhu Hari; Kenton Prindle; Vishal Vaddina; Andrew Leach; Raj Domala; Laura Bandura; et al. (CoRR, 2019)

Growing Cosine Unit: A Novel Oscillatory Activation Function That Can Speedup Training and Reduce Parameters in Convolutional Neural Networks. - Mathew Mithra Noel; Arunkumar L; Advait Trivedi; Praneet Dutta (CoRR, 2021)

Biologically Inspired Oscillating Activation Functions Can Bridge the Performance Gap between Biological and Artificial Neurons. - Matthew Mithra Noel; Shubham Bharadwaj; Venkataraman Muthiah-Nakarajan; Praneet Dutta; Geraldine Bessie Amali (CoRR, 2021)

Game Plan: What AI can do for Football, and What Football can do for AI. - Karl Tuyls; Shayegan Omidshafiei; Paul Muller; Zhe Wang 055; Jerome T. Connor; Daniel Hennes; Ian Graham; William Spearman; Tim Waskett; Dafydd Steele; Pauline Luc; Adrià Recasens; et al. (J. Artif. Intell. Res., 2021)

Semi-analytical Industrial Cooling System Model for Reinforcement Learning. - Yuri Chervonyi; Praneet Dutta; Piotr Trochim; Octavian Voicu; Cosmin Paduraru; Crystal Qian; Emre Karagozler; Jared Quincy Davis; Richard Chippendale; Gautam Bajaj; Sims Witherspoon; Jerry Luo (CoRR, 2022)

Optimizing Industrial HVAC Systems with Hierarchical Reinforcement Learning. - William Wong; Praneet Dutta; Octavian Voicu; Yuri Chervonyi; Cosmin Paduraru; Jerry Luo (CoRR, 2022)

Controlling Commercial Cooling Systems Using Reinforcement Learning. - Jerry Luo; Cosmin Paduraru; Octavian Voicu; Yuri Chervonyi; Scott Munns; Jerry Li; Crystal Qian; Praneet Dutta; Jared Quincy Davis; Ningjia Wu; Xingwei Yang; Chu-Ming Chang; et al. (CoRR, 2022)

Imagen 3. - Jason Baldridge; Jakob Bauer; Mukul Bhutani; Nicole Brichtova; Andrew Bunner; Kelvin Chan; Yichang Chen; Sander Dieleman; Yuqing Du; Zach Eaton-Rosen; Hongliang Fei; Nando de Freitas; et al. (CoRR, 2024)

Operational Wind Speed Forecasts for Chile's Electric Power Sector Using a Hybrid ML Model. - Dhruv Suri; Praneet Dutta; Flora Xue; Ines Azevedo; Ravi Jain (CoRR, 2024)

Oscillating activation functions can improve the performance of convolutional neural networks. - Mathew Mithra Noel; Arunkumar L; Advait Trivedi; Praneet Dutta (Appl. Soft Comput., 2025)

Biologically inspired oscillating activation functions can bridge the performance gap between biological and artificial neurons. - Mathew Mithra Noel; Shubham Bharadwaj; Venkataraman Muthiah-Nakarajan; Praneet Dutta; Geraldine Bessie Amali (Expert Syst. Appl., 2025)

Preserving Product Fidelity in Large Scale Image Recontextualization with Diffusion Models. - Ishaan Malhi; Praneet Dutta; Ellie Talius; Sally Ma; Brendan Driscoll; Krista Holden; Garima Pruthi; Arunachalam Narayanaswamy (CoRR, 2025)