Balaji Lakshminarayanan
31 papers · 2011–2023 · 7 venues · across top CS/AI venues
This profile combines several different researchers. Authors are keyed by name, and this name's papers fall into 6 separate collaboration groups - the largest holds only 48% of them. Pick the group below that matches the researcher you mean. How a shared name is split.
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Which Balaji Lakshminarayanan?
2 groups of papers that share co-authors internally but none with each other - each most likely a different researcher. Pick one to see its papers.
with Jie Ren, Dustin Tran, Jasper Snoek
15 papers
· 2019–2023
· NeurIPS, ICLR, ICML
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A Simple Approach to Improve Single-Model Deep Uncertainty via Distance-Awareness
JMLR 2023
A Simple Zero-shot Prompt Weighting Technique to Improve Prompt Ensembling in Text-Image Models
ICML 2023
Improving Zero-Shot Generalization and Robustness of Multi-Modal Models
CVPR 2023
Improving the Robustness of Summarization Models by Detecting and Removing Input Noise
EMNLP 2023
Out-of-Distribution Detection and Selective Generation for Conditional Language Models
ICLR 2023
Pushing the Accuracy-Group Robustness Frontier with Introspective Self-play
ICLR 2023
Combining Ensembles and Data Augmentation Can Harm Your Calibration
ICLR 2021
Density of States Estimation for Out of Distribution Detection
AISTATS 2021
Exploring the Limits of Out-of-Distribution Detection
NeurIPS 2021
Soft Calibration Objectives for Neural Networks
NeurIPS 2021
Training independent subnetworks for robust prediction
ICLR 2021
Efficient and Scalable Bayesian Neural Nets with Rank-1 Factors
ICML 2020
Simple and Principled Uncertainty Estimation with Deterministic Deep Learning via Distance Awareness
NeurIPS 2020
Can you trust your model's uncertainty? Evaluating predictive uncertainty under dataset shift
NeurIPS 2019
Likelihood Ratios for Out-of-Distribution Detection
NeurIPS 2019
4 papers whose co-authors appear nowhere else under this name
Understanding and Improving Robustness of Vision Transformers through Patch-based Negative Augmentation
NeurIPS 2022
AugMix: A Simple Data Processing Method to Improve Robustness and Uncertainty
ICLR 2020
Learning from Delayed Outcomes via Proxies with Applications to Recommender Systems
ICML 2019
Robust Bayesian Matrix Factorisation
AISTATS 2011