More from the Same Authors

• 2021 : Simulated User Studies for Explanation Evaluation »
  Valerie Chen · Gregory Plumb · Nicholay Topin · Ameet S Talwalkar
• 2021 : Bayesian Persuasion for Algorithmic Recourse »
  Keegan Harris · Valerie Chen · Joon Sik Kim · Ameet Talwalkar · Hoda Heidari · Steven Wu
• 2021 : Bayesian Persuasion for Algorithmic Recourse »
  Keegan Harris · Valerie Chen · Joon Kim · Ameet S Talwalkar · Hoda Heidari · Steven Wu
• 2021 : Bayesian Persuasion for Algorithmic Recourse »
  Keegan Harris · Valerie Chen · Joon Kim · Ameet S Talwalkar · Hoda Heidari · Steven Wu
• 2022 : AutoML for Climate Change: A Call to Action »
  Renbo Tu · Nicholas Roberts · Vishak Prasad C · Sibasis Nayak · Paarth Jain · Frederic Sala · Ganesh Ramakrishnan · Ameet Talwalkar · Willie Neiswanger · Colin White
• 2022 Competition: AutoML Decathlon: Diverse Tasks, Modern Methods, and Efficiency at Scale »
  Samuel Guo · Cong Xu · Nicholas Roberts · Misha Khodak · Junhong Shen · Evan Sparks · Ameet Talwalkar · Yuriy Nevmyvaka · Frederic Sala · Anderson Schneider
• 2022 Poster: Use-Case-Grounded Simulations for Explanation Evaluation »
  Valerie Chen · Nari Johnson · Nicholay Topin · Gregory Plumb · Ameet Talwalkar
• 2022 Poster: Provably tuning the ElasticNet across instances »
  Maria-Florina Balcan · Misha Khodak · Dravyansh Sharma · Ameet Talwalkar
• 2022 Poster: Learning Predictions for Algorithms with Predictions »
  Misha Khodak · Maria-Florina Balcan · Ameet Talwalkar · Sergei Vassilvitskii
• 2022 Poster: Efficient Architecture Search for Diverse Tasks »
  Junhong Shen · Misha Khodak · Ameet Talwalkar
• 2022 Poster: Bayesian Persuasion for Algorithmic Recourse »
  Keegan Harris · Valerie Chen · Joon Kim · Ameet Talwalkar · Hoda Heidari · Steven Wu
• 2022 Poster: NAS-Bench-360: Benchmarking Neural Architecture Search on Diverse Tasks »
  Renbo Tu · Nicholas Roberts · Misha Khodak · Junhong Shen · Frederic Sala · Ameet Talwalkar
• 2021 : [S9] Simulated User Studies for Explanation Evaluation »
  Valerie Chen · Gregory Plumb · Nicholay Topin · Ameet S Talwalkar
• 2021 : Bayesian Persuasion for Algorithmic Recourse »
  Keegan Harris · Valerie Chen · Joon Sik Kim · Ameet Talwalkar · Hoda Heidari · Steven Wu
• 2021 Poster: Federated Hyperparameter Tuning: Challenges, Baselines, and Connections to Weight-Sharing »
  Mikhail Khodak · Renbo Tu · Tian Li · Liam Li · Maria-Florina Balcan · Virginia Smith · Ameet Talwalkar
• 2021 Poster: Rethinking Neural Operations for Diverse Tasks »
  Nicholas Roberts · Mikhail Khodak · Tri Dao · Liam Li · Christopher Ré · Ameet Talwalkar
• 2021 Poster: Learning-to-learn non-convex piecewise-Lipschitz functions »
  Maria-Florina Balcan · Mikhail Khodak · Dravyansh Sharma · Ameet Talwalkar
• 2020 Workshop: International Workshop on Scalability, Privacy, and Security in Federated Learning (SpicyFL 2020) »
  Xiaolin Andy Li · Dejing Dou · Ameet Talwalkar · Hongyu Li · Jianzong Wang · Yanzhi Wang
• 2020 Poster: Regularizing Black-box Models for Improved Interpretability »
  Gregory Plumb · Maruan Al-Shedivat · Ángel Alexander Cabrera · Adam Perer · Eric Xing · Ameet Talwalkar
• 2019 Poster: Adaptive Gradient-Based Meta-Learning Methods »
  Misha Khodak · Maria-Florina Balcan · Ameet Talwalkar
• 2018 Poster: Model Agnostic Supervised Local Explanations »
  Gregory Plumb · Denali Molitor · Ameet Talwalkar
• 2017 Poster: Variable Importance Using Decision Trees »
  Jalil Kazemitabar · Arash Amini · Adam Bloniarz · Ameet S Talwalkar
• 2017 Poster: Federated Multi-Task Learning »
  Virginia Smith · Chao-Kai Chiang · Maziar Sanjabi · Ameet S Talwalkar
• 2016 : Invited Talk: Paleo: A Performance Model for Deep Neural Networks (Ameet Talwalkar, UCLA) »
  Ameet S Talwalkar
• 2016 Poster: Yggdrasil: An Optimized System for Training Deep Decision Trees at Scale »
  Firas Abuzaid · Joseph K Bradley · Feynman Liang · Andrew Feng · Lee Yang · Matei Zaharia · Ameet S Talwalkar
• 2014 Workshop: Distributed Machine Learning and Matrix Computations »
  Reza Zadeh · Ion Stoica · Ameet S Talwalkar
• 2011 Workshop: Sparse Representation and Low-rank Approximation »
  Ameet S Talwalkar · Lester W Mackey · Mehryar Mohri · Michael W Mahoney · Francis Bach · Mike Davies · Remi Gribonval · Guillaume R Obozinski
• 2011 Poster: Divide-and-Conquer Matrix Factorization »
  Lester W Mackey · Ameet S Talwalkar · Michael Jordan
• 2010 Workshop: Low-rank Methods for Large-scale Machine Learning »
  Arthur Gretton · Michael W Mahoney · Mehryar Mohri · Ameet S Talwalkar
• 2009 Poster: Ensemble Nystrom Method »
  Sanjiv Kumar · Mehryar Mohri · Ameet S Talwalkar