Ravin Kumar

Publication Activity (10 Years)

Years Active: 2019-2024
Publications (10 Years): 12

Top Topics

Exploratory Analysis

Bayesian Models

Memory Management

Top Venues

SN Comput. Sci.

J. Stat. Softw.

Digit. Investig.

Publications

Laura Weidinger, John Mellor, Bernat Guillen Pegueroles, Nahema Marchal, Ravin Kumar, Kristian Lum, Canfer Akbulut, Mark Diaz, A. Stevie Bergman, Mikel Rodriguez, Verena Rieser, William Isaac
STAR: SocioTechnical Approach to Red Teaming Language Models. CoRR (2024)
Alberto Cabezas, Adrien Corenflos, Junpeng Lao, Rémi Louf, Antoine Carnec, Kaustubh Chaudhari, Reuben Cohn-Gordon, Jeremie Coullon, Wei Deng, Sam Duffield, Gerardo Duràn-Martín, Marcin Elantkowski, Dan Foreman-Mackey, Michele Gregori, Carlos Iguaran, Ravin Kumar, Martin Lysy, Kevin Murphy, Juan Camilo Orduz, Karm Patel, Xi Wang, Rob Zinkov
BlackJAX: Composable Bayesian inference in JAX. CoRR (2024)
Heri Zhao, Jeffrey Hui, Joshua Howland, Nam Nguyen, Siqi Zuo, Andrea Hu, Christopher A. Choquette-Choo, Jingyue Shen, Joe Kelley, Kshitij Bansal, Luke Vilnis, Mateo Wirth, Paul Michel, Peter Choy, Pratik Joshi, Ravin Kumar, Sarmad Hashmi, Shubham Agrawal, Zhitao Gong, Jane Fine, Tris Warkentin, Ale Jakse Hartman, Bin Ni, Kathy Korevec, Kelly Schaefer, Scott Huffman
CodeGemma: Open Code Models Based on Gemma. CoRR (2024)
Oriol Abril Pla, Virgile Andréani, Colin Carroll, Larry Dong, Christopher Fonnesbeck, Maxim Kochurov, Ravin Kumar, Junpeng Lao, Christian C. Luhmann, Osvaldo A. Martin, Michael Osthege, Ricardo Vieira, Thomas V. Wiecki, Robert Zinkov
PyMC: a modern, and comprehensive probabilistic programming framework in Python. PeerJ Comput. Sci. 9 (2023)
Ravin Kumar
APTx: better activation function than MISH, SWISH, and ReLU's variants used in deep learning. CoRR (2022)
Tomás Capretto, Camen Piho, Ravin Kumar, Jacob Westfall, Tal Yarkoni, Osvaldo A. Martin
. J. Stat. Softw. 103 (15) (2022)
Ravin Kumar, Animesh Kumar Agrawal
Drone GPS data analysis for flight path reconstruction: A study on DJI, Parrot & Yuneec make drones. Digit. Investig. 38 (2021)
Ravin Kumar
Cerebral LSTM: A Better Alternative for Single- and Multi-Stacked LSTM Cell-Based RNNs. SN Comput. Sci. 1 (2) (2020)
Ravin Kumar
Participants. SN Comput. Sci. 1 (2) (2020)
Ravin Kumar
Visual Linguistic Model and Its Applications in Image Captioning. SN Comput. Sci. 1 (3) (2020)
Ravin Kumar
A Theoretical Model For Artificial Learning, Memory Management And Decision Making System. CoRR (2019)
Ravin Kumar, Colin Carroll, Ari Hartikainen, Osvaldo A. Martin
ArviZ a unified library for exploratory analysis of Bayesian models in Python. J. Open Source Softw. 4 (33) (2019)