Ravin Kumar

16 papers A* 1Journal 15
YearRankTypeTitle / Venue / Authors
2025 J jnl
APTx Neuron: A Unified Trainable Neuron Architecture Integrating Activation and Computation.
CoRR
Ravin Kumar
2025 J jnl
Adaptive Base Representation Theorem: An Alternative to Binary Number System.
CoRR
Ravin Kumar
2025 J jnl
EmbeddingGemma: Powerful and Lightweight Text Representations.
CoRR
Henrique Schechter Vera, Sahil Dua, Biao Zhang, Daniel Salz, Ryan Mullins, Sindhu Raghuram Panyam, Sara Smoot, Iftekhar Naim, Joe Zou, Feiyang Chen, Daniel Cer, Alice Lisak, Min Choi, Lucas Gonzalez, Omar Sanseviero, Glenn Cameron, Ian Ballantyne, Kat Black, Kaifeng Chen, Weiyi Wang, Zhe Li, Gus Martins, Jinhyuk Lee, Mark Sherwood, Ju-yeong Ji, Renjie Wu, Jingxiao Zheng, Jyotinder Singh, Abheesht Sharma, Divyashree Sreepathihalli, Aashi Jain, Adham Elarabawy, AJ Co, Andreas Doumanoglou, Babak Samari, Ben Hora, Brian Potetz, Dahun Kim, Enrique Alfonseca, Fedor Moiseev, Feng Han, Frank Palma Gomez, Gustavo Hernández Ábrego, Hesen Zhang, Hui Hui, Jay Han, Karan Gill, Ke Chen, Koert Chen, Madhuri Shanbhogue, Michael Boratko, Paul Suganthan, Sai Meher Karthik Duddu, Sandeep Mariserla, Setareh Ariafar, Shanfeng Zhang, Shijie Zhang, Simon Baumgartner, Sonam Goenka, Steve Qiu, Tanmaya Dabral, Trevor Walker, Vikram Rao, Waleed Khawaja, Wenlei Zhou, Xiaoqi Ren, Ye Xia, Yichang Chen, Yi-Ting Chen, Zhe Dong, Zhongli Ding, Francesco Visin, Gaël Liu, Jiageng Zhang, Kathleen Kenealy, Michelle Casbon, Ravin Kumar, Thomas Mesnard, Zach Gleicher, Cormac Brick, Olivier Lacombe, Adam Roberts, Qin Yin, Yun-Hsuan Sung, Raphael Hoffmann, Tris Warkentin, Armand Joulin, Tom Duerig, Mojtaba Seyedhosseini
2024 J jnl
BlackJAX: Composable Bayesian inference in JAX.
CoRR
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
2024 J jnl
CodeGemma: Open Code Models Based on Gemma.
CoRR
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
2024 A* conf
STAR: SocioTechnical Approach to Red Teaming Language Models.
EMNLP
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
2024 J jnl
STAR: SocioTechnical Approach to Red Teaming Language Models.
CoRR
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
2023 J jnl
PyMC: a modern, and comprehensive probabilistic programming framework in Python.
PeerJ Comput. Sci.
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
2022 J jnl
APTx: better activation function than MISH, SWISH, and ReLU's variants used in deep learning.
CoRR
Ravin Kumar
2022 J jnl
Bambi: A Simple Interface for Fitting Bayesian Linear Models in
J. Stat. Softw.
Tomás Capretto, Camen Piho, Ravin Kumar, Jacob Westfall, Tal Yarkoni, Osvaldo A. Martin
2021 J jnl
Drone GPS data analysis for flight path reconstruction: A study on DJI, Parrot & Yuneec make drones.
Digit. Investig.
Ravin Kumar, Animesh Kumar Agrawal
2020 J jnl
A Generalized Quantum Algorithm for Assuring Fairness in Random Selection Among 2
SN Comput. Sci.
Ravin Kumar
2020 J jnl
Cerebral LSTM: A Better Alternative for Single- and Multi-Stacked LSTM Cell-Based RNNs.
SN Comput. Sci.
Ravin Kumar
2020 J jnl
Visual Linguistic Model and Its Applications in Image Captioning.
SN Comput. Sci.
Ravin Kumar
2019 J jnl
A Theoretical Model For Artificial Learning, Memory Management And Decision Making System.
CoRR
Ravin Kumar
2019 J jnl
ArviZ a unified library for exploratory analysis of Bayesian models in Python.
J. Open Source Softw.
Ravin Kumar, Colin Carroll, Ari Hartikainen, Osvaldo A. Martin