Frederic Sala

Satya Sai Srinath Namburi

Reid Chen

Sui Jiet Tay

Ramya Korlakai Vinayak

CoRR, 2024

OTTER: Improving Zero-Shot Classification via Optimal Transport.

[BibT_eX]

[DOI]

CoRR, 2024

Product Manifold Representations for Learning on Biological Pathways.

[BibT_eX]

[DOI]

Daniel McNeela

Anthony Gitter

CoRR, 2024

Multimodal Data Curation via Object Detection and Filter Ensembles.

[BibT_eX]

[DOI]

CoRR, 2024

Zero-Shot Robustification of Zero-Shot Models.

[BibT_eX]

[DOI]

Proceedings of the Twelfth International Conference on Learning Representations, 2024

Look Who's Talking Now: Covert Channels From Biased LLMs.

[BibT_eX]

[DOI]

Daniel Silva

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2024, 2024

2023

Zero-Shot Robustification of Zero-Shot Models With Foundation Models.

[BibT_eX]

[DOI]

CoRR, 2023

Domain Generalization via Nuclear Norm Regularization.

[BibT_eX]

[DOI]

CoRR, 2023

Promises and Pitfalls of Threshold-based Auto-labeling.

[BibT_eX]

[DOI]

Heguang Lin

Ramya Korlakai Vinayak

Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

Mitigating Source Bias for Fairer Weak Supervision.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

Geometry-Aware Adaptation for Pretrained Models.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

Train 'n Trade: Foundations of Parameter Markets.

[BibT_eX]

[DOI]

Tzu-Heng Huang

Satya Sai Srinath Namburi

Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

Embroid: Unsupervised Prediction Smoothing Can Improve Few-Shot Classification.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

Skill-it! A data-driven skills framework for understanding and training language models.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

Generative Modeling Helps Weak Supervision (and Vice Versa).

[BibT_eX]

[DOI]

Benedikt Boecking

Nicholas Carl Roberts

Proceedings of the Eleventh International Conference on Learning Representations, 2023

The Credential is Not Enough: Deception with Honeypots and Fake Credentials.

[BibT_eX]

[DOI]

Proceedings of the Decision and Game Theory for Security: 14th International Conference, 2023

The Cost of Compression: Investigating the Impact of Compression on Parametric Knowledge in Language Models.

[BibT_eX]

[DOI]

Makesh Sreedhar

Srinath Srinivasan

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2023, 2023

2022

Resonant Anomaly Detection with Multiple Reference Datasets.

[BibT_eX]

[DOI]

Mayee F. Chen

Benjamin Nachman

CoRR, 2022

Lifting Weak Supervision To Structured Prediction.

[BibT_eX]

[DOI]

Nicholas Roberts

CoRR, 2022

Good Data from Bad Models : Foundations of Threshold-based Auto-labeling.

[BibT_eX]

[DOI]

Heguang Lin

Ramya Korlakai Vinayak

CoRR, 2022

AutoML for Climate Change: A Call to Action.

[BibT_eX]

[DOI]

CoRR, 2022

Ask Me Anything: A simple strategy for prompting language models.

[BibT_eX]

[DOI]

CoRR, 2022

AutoWS-Bench-101: Benchmarking Automated Weak Supervision with 100 Labels.

[BibT_eX]

[DOI]

Nicholas Carl Roberts

CoRR, 2022

Shoring up the foundations: fusing model embeddings and weak supervision.

[BibT_eX]

[DOI]

Proceedings of the Uncertainty in Artificial Intelligence, 2022

Lifting Weak Supervision To Structured Prediction.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022

NAS-Bench-360: Benchmarking Neural Architecture Search on Diverse Tasks.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022

AutoWS-Bench-101: Benchmarking Automated Weak Supervision with 100 Labels.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022

Efficient Representation Learning for Higher-Order Data With Simplicial Complexes.

[BibT_eX]

[DOI]

Ruochen Yang

Paul Bogdan

Proceedings of the Learning on Graphs Conference, 2022

Universalizing Weak Supervision.

[BibT_eX]

[DOI]

Changho Shin

Winfred Li

Nicholas Carl Roberts

Proceedings of the Tenth International Conference on Learning Representations, 2022

2021

AutoML Decathlon: Diverse Tasks, Modern Methods, and Efficiency at Scale.

[BibT_eX]

[DOI]

Proceedings of the NeurIPS 2022 Competition Track, 2021

Cut out the annotator, keep the cutout: better segmentation with weak supervision.

[BibT_eX]

[DOI]

Proceedings of the 9th International Conference on Learning Representations, 2021

Comparing the Value of Labeled and Unlabeled Data in Method-of-Moments Latent Variable Estimation.

[BibT_eX]

[DOI]

Proceedings of the 24th International Conference on Artificial Intelligence and Statistics, 2021

2020

Train and You'll Miss It: Interactive Model Iteration with Weak Supervision and Pre-Trained Embeddings.

[BibT_eX]

[DOI]

CoRR, 2020

Fast and Three-rious: Speeding Up Weak Supervision with Triplet Methods.

[BibT_eX]

[DOI]

Proceedings of the 37th International Conference on Machine Learning, 2020

Ivy: Instrumental Variable Synthesis for Causal Inference.

[BibT_eX]

[DOI]

Aldo Córdova-Palomera

Jared Dunnmon

James Priest

Christopher Ré

Proceedings of the 23rd International Conference on Artificial Intelligence and Statistics, 2020

Low-Dimensional Hyperbolic Knowledge Graph Embeddings.

[BibT_eX]

[DOI]

Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics, 2020

2019

Context-Aware Resiliency: Unequal Message Protection for Random-Access Memories.

[BibT_eX]

[DOI]

IEEE Trans. Inf. Theory, 2019

Codes Correcting Two Deletions.

[BibT_eX]

[DOI]

IEEE Trans. Inf. Theory, 2019

Multi-Resolution Weak Supervision for Sequential Data.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 32: Annual Conference on Neural Information Processing Systems 2019, 2019

Learning Dependency Structures for Weak Supervision Models.

[BibT_eX]

[DOI]

Proceedings of the 36th International Conference on Machine Learning, 2019

Learning Mixed-Curvature Representations in Product Spaces.

[BibT_eX]

[DOI]

Proceedings of the 7th International Conference on Learning Representations, 2019

Training Complex Models with Multi-Task Weak Supervision.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Third AAAI Conference on Artificial Intelligence, 2019

2018

Signal Processing and Coding Techniques for 2-D Magnetic Recording: An Overview.

[BibT_eX]

[DOI]

Shayan Srinivasa Garani

Proc. IEEE, 2018

Representation Tradeoffs for Hyperbolic Embeddings.

[BibT_eX]

[DOI]

Proceedings of the 35th International Conference on Machine Learning, 2018

2017

Exact Reconstruction From Insertions in Synchronization Codes.

[BibT_eX]

[DOI]

IEEE Trans. Inf. Theory, 2017

On Nonuniform Noisy Decoding for LDPC Codes With Application to Radiation-Induced Errors.

[BibT_eX]

[DOI]

IEEE Trans. Commun., 2017

Don't Fear the Bit Flips: Optimized Coding Strategies for Binary Classification.

[BibT_eX]

[DOI]

CoRR, 2017

Coded machine learning: Joint informed replication and learning for linear regression.

[BibT_eX]

[DOI]

Proceedings of the 55th Annual Allerton Conference on Communication, 2017

Novel combinatorial coding results for DNA sequencing and data storage.

[BibT_eX]

[DOI]

Clayton Schoeny

Proceedings of the 51st Asilomar Conference on Signals, Systems, and Computers, 2017

2016

Algorithms and Coding Techniques for Reliable Data Management and Storage.

[BibT_eX]

[DOI]

PhD thesis, 2016

Codes Correcting Erasures and Deletions for Rank Modulation.

[BibT_eX]

[DOI]

IEEE Trans. Inf. Theory, 2016

Synchronizing Files From a Large Number of Insertions and Deletions.

[BibT_eX]

[DOI]

IEEE Trans. Commun., 2016

Channel Coding Methods for Non-Volatile Memories.

[BibT_eX]

[DOI]

Found. Trends Commun. Inf. Theory, 2016

Exact sequence reconstruction for insertion-correcting codes.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Symposium on Information Theory, 2016

A Unified Framework for Error Correction in On-chip Memories.

[BibT_eX]

[DOI]

Proceedings of the 46th Annual IEEE/IFIP International Conference on Dependable Systems and Networks Workshops, 2016

Robust channel coding strategies for machine learning data.

[BibT_eX]

[DOI]

Proceedings of the 54th Annual Allerton Conference on Communication, 2016

Flash memories in high radiation environments: LDPC decoder study.

[BibT_eX]

[DOI]

Proceedings of the 51st Asilomar Conference on Signals, Systems, and Computers, 2016

Advanced Algebraic and Graph-Based ECC Schemes for Modern NVMs.

[BibT_eX]

[DOI]

Clayton Schoeny

Proceedings of the 3D Flash Memories, 2016

2015

NSF expedition on variability-aware software: Recent results and contributions.

[BibT_eX]

[DOI]

it Inf. Technol., 2015

Error Control Schemes for Modern Flash Memories: Solutions for Flash deficiencies.

[BibT_eX]

[DOI]

Kees A. Schouhamer Immink

IEEE Consumer Electron. Mag., 2015

Analysis and coding schemes for the flash normal-laplace mixture channel.

[BibT_eX]

[DOI]

Clayton Schoeny

Proceedings of the IEEE International Symposium on Information Theory, 2015

Asymmetric error-correcting codes for Flash memories in high-radiation environments.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Symposium on Information Theory, 2015

Three novel combinatorial theorems for the insertion/deletion channel.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Symposium on Information Theory, 2015

Asymmetric ECCs for Flash in high-radiation environments.

[BibT_eX]

[DOI]

Proceedings of the 49th Asilomar Conference on Signals, Systems and Computers, 2015

2014

Coding for Unreliable Flash Memory Cells.

[BibT_eX]

[DOI]

IEEE Commun. Lett., 2014

Gilbert-Varshamov-like lower bounds for deletion-correcting codes.

[BibT_eX]

[DOI]

Proceedings of the 2014 IEEE Information Theory Workshop, 2014

Deletions in multipermutations.

[BibT_eX]

[DOI]

Proceedings of the 2014 IEEE International Symposium on Information Theory, Honolulu, HI, USA, June 29, 2014

Single-deletion-correcting codes over permutations.

[BibT_eX]

[DOI]

Proceedings of the 2014 IEEE International Symposium on Information Theory, Honolulu, HI, USA, June 29, 2014

Efficient file synchronization: Extensions and simulations.

[BibT_eX]

[DOI]

Proceedings of the 48th Asilomar Conference on Signals, Systems and Computers, 2014

2013

Dynamic Threshold Schemes for Multi-Level Non-Volatile Memories.

[BibT_eX]

[DOI]

IEEE Trans. Commun., 2013

Constrained rank modulation schemes.

[BibT_eX]

[DOI]

Proceedings of the 2013 IEEE Information Theory Workshop, 2013

Counting sequences obtained from the synchronization channel.

[BibT_eX]

[DOI]

Proceedings of the 2013 IEEE International Symposium on Information Theory, 2013

A practical framework for efficient file synchronization.

[BibT_eX]

[DOI]

Nicolas Bitouze

S. M. Sadegh Tabatabaei Yazdi