Zohar S. Karnin

Proceedings of the 15th Italian Information Retrieval Workshop (IIR 2025), 2025

Generating Q&A Benchmarks for RAG Evaluation in Enterprise Settings.

[BibT_eX]

[DOI]

Proceedings of the 63rd Annual Meeting of the Association for Computational Linguistics (Volume 6: Industry Track), 2025

The Distracting Effect: Understanding Irrelevant Passages in RAG.

[BibT_eX]

[DOI]

Proceedings of the 63rd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2025

2024

Quality Matters: Evaluating Synthetic Data for Tool-Using LLMs.

[BibT_eX]

[DOI]

Proceedings of the 2024 Conference on Empirical Methods in Natural Language Processing, 2024

2023

Uncovering Drift in Textual Data: An Unsupervised Method for Detecting and Mitigating Drift in Machine Learning Models.

[BibT_eX]

[DOI]

Saeed Khaki

Akhouri Abhinav Aditya

Samarth Marudheri Chandrashekar

Lan Ma

Olivia Pan

CoRR, 2023

Extended Conversion: Capturing Successful Interactions in Voice Shopping.

[BibT_eX]

[DOI]

Proceedings of the 17th ACM Conference on Recommender Systems, 2023

Representation Projection Invariance Mitigates Representation Collapse.

[BibT_eX]

[DOI]

Anastasia Razdaibiedina

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

2022

Streaming Quantiles Algorithms with Small Space and Update Time.

[BibT_eX]

[DOI]

Sensors, 2022

Improving language models fine-tuning with representation consistency targets.

[BibT_eX]

[DOI]

Anastasia Razdaibiedina

CoRR, 2022

Amazon SageMaker Model Monitor: A System for Real-Time Insights into Deployed Machine Learning Models.

[BibT_eX]

[DOI]

Krishnaram Kenthapadi

Proceedings of the KDD '22: The 28th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, Washington, DC, USA, August 14, 2022

Pyramid-BERT: Reducing Complexity via Successive Core-set based Token Selection.

[BibT_eX]

[DOI]

Proceedings of the 60th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2022

2021

Improving Early Sepsis Prediction with Multi Modal Learning.

[BibT_eX]

[DOI]

CoRR, 2021

Relative Error Streaming Quantiles.

[BibT_eX]

[DOI]

Proceedings of the PODS'21: Proceedings of the 40th ACM SIGMOD-SIGACT-SIGAI Symposium on Principles of Database Systems, 2021

GANMEX: One-vs-One Attributions using GAN-based Model Explainability.

[BibT_eX]

[DOI]

Sheng-Min Shih

Pin-Ju Tien

Proceedings of the 38th International Conference on Machine Learning, 2021

TADPOLE: Task ADapted Pre-Training via AnOmaLy DEtection.

[BibT_eX]

[DOI]

Vivek Madan

Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing, 2021

2020

Amazon SageMaker Autopilot: a white box AutoML solution at scale.

[BibT_eX]

[DOI]

CoRR, 2020

TabTransformer: Tabular Data Modeling Using Contextual Embeddings.

[BibT_eX]

[DOI]

CoRR, 2020

Practical and sample efficient zero-shot HPO.

[BibT_eX]

[DOI]

CoRR, 2020

PruneNet: Channel Pruning via Global Importance.

[BibT_eX]

[DOI]

CoRR, 2020

Elastic Machine Learning Algorithms in Amazon SageMaker.

[BibT_eX]

[DOI]

Proceedings of the 2020 International Conference on Management of Data, 2020

Amazon SageMaker Autopilot: a white box AutoML solution at scale.

[BibT_eX]

[DOI]

Proceedings of the Fourth Workshop on Data Management for End-To-End Machine Learning, 2020

An Empirical Process Approach to the Union Bound: Practical Algorithms for Combinatorial and Linear Bandits.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 33: Annual Conference on Neural Information Processing Systems 2020, 2020

schuBERT: Optimizing Elements of BERT.

[BibT_eX]

[DOI]

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

2019

Asymmetric Random Projections.

[BibT_eX]

[DOI]

Nick Ryder

CoRR, 2019

DARC: Differentiable ARchitecture Compression.

[BibT_eX]

[DOI]

Shashank Singh

CoRR, 2019

Discrepancy, Coresets, and Sketches in Machine Learning.

[BibT_eX]

[DOI]

Proceedings of the Conference on Learning Theory, 2019

2017

Adaptive Feature Selection: Computationally Efficient Online Sparse Linear Regression under RIP.

[BibT_eX]

[DOI]

Proceedings of the 34th International Conference on Machine Learning, 2017

Correlated Rounding of Multiple Uniform Matroids and Multi-Label Classification.

[BibT_eX]

[DOI]

Proceedings of the 44th International Colloquium on Automata, Languages, and Programming, 2017

2016

Volumetric Spanners: An Efficient Exploration Basis for Learning.

[BibT_eX]

[DOI]

J. Mach. Learn. Res., 2016

Almost Optimal Streaming Quantiles Algorithms.

[BibT_eX]

[DOI]

Kevin J. Lang

CoRR, 2016

How Many Folders Do You Really Need?

[BibT_eX]

[DOI]

CoRR, 2016

One-Shot Session Recommendation Systems with Combinatorial Items.

[BibT_eX]

[DOI]

Yahel David

Dotan Di Castro

CoRR, 2016

You've got Mail, and Here is What you Could do With It!: Analyzing and Predicting Actions on Email Messages.

[BibT_eX]

[DOI]

Proceedings of the Ninth ACM International Conference on Web Search and Data Mining, 2016

Optimal Dynamic Distributed MIS.

[BibT_eX]

[DOI]

Keren Censor-Hillel

Elad Haramaty

Proceedings of the 2016 ACM Symposium on Principles of Distributed Computing, 2016

Multi-armed Bandits: Competing with Optimal Sequences.

[BibT_eX]

[DOI]

Oren Anava

Proceedings of the Advances in Neural Information Processing Systems 29: Annual Conference on Neural Information Processing Systems 2016, 2016

Verification Based Solution for Structured MAB Problems.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 29: Annual Conference on Neural Information Processing Systems 2016, 2016

Optimal Quantile Approximation in Streams.

[BibT_eX]

[DOI]

Kevin J. Lang

Proceedings of the IEEE 57th Annual Symposium on Foundations of Computer Science, 2016

Instance-dependent Regret Bounds for Dueling Bandits.

[BibT_eX]

[DOI]

Proceedings of the 29th Conference on Learning Theory, 2016

2015

You Will Get Mail!Predicting the Arrival of Future Email.

[BibT_eX]

[DOI]

Proceedings of the 24th International Conference on World Wide Web Companion, 2015

Budget-Constrained Item Cold-Start Handling in Collaborative Filtering Recommenders via Optimal Design.

[BibT_eX]

[DOI]

Proceedings of the 24th International Conference on World Wide Web, 2015

Online Principal Components Analysis.

[BibT_eX]

[DOI]

Proceedings of the Twenty-Sixth Annual ACM-SIAM Symposium on Discrete Algorithms, 2015

Copeland Dueling Bandits.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 28: Annual Conference on Neural Information Processing Systems 2015, 2015

Online with Spectral Bounds.

[BibT_eX]

[DOI]

Proceedings of The 28th Conference on Learning Theory, 2015

2014

Hard-Margin Active Linear Regression.

[BibT_eX]

[DOI]

Proceedings of the 31th International Conference on Machine Learning, 2014

Reducing Dueling Bandits to Cardinal Bandits.

[BibT_eX]

[DOI]

Nir Ailon

Thorsten Joachims

Proceedings of the 31th International Conference on Machine Learning, 2014

Volumetric Spanners: an Efficient Exploration Basis for Learning.

[BibT_eX]

[DOI]

Raghu Meka

Proceedings of The 27th Conference on Learning Theory, 2014

How Many Folders Do You Really Need?: Classifying Email into a Handful of Categories.

[BibT_eX]

[DOI]

Proceedings of the 23rd ACM International Conference on Conference on Information and Knowledge Management, 2014

2013

Volumetric Spanners and their Applications to Machine Learning.

[BibT_eX]

[DOI]

Raghu Meka

CoRR, 2013

Threading machine generated email.

[BibT_eX]

[DOI]

Proceedings of the Sixth ACM International Conference on Web Search and Data Mining, 2013

Distributed Exploration in Multi-Armed Bandits.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 26: 27th Annual Conference on Neural Information Processing Systems 2013. Proceedings of a meeting held December 5-8, 2013

Near-Optimal Entrywise Sampling for Data Matrices.

[BibT_eX]

[DOI]

Dimitris Achlioptas

Proceedings of the Advances in Neural Information Processing Systems 26: 27th Annual Conference on Neural Information Processing Systems 2013. Proceedings of a meeting held December 5-8, 2013

Almost Optimal Exploration in Multi-Armed Bandits.

[BibT_eX]

[DOI]

Tomer Koren

Oren Somekh

Proceedings of the 30th International Conference on Machine Learning, 2013

2012

A note on: No need to choose: How to get both a PTAS and Sublinear Query Complexity

[BibT_eX]

[DOI]

Nir Ailon

CoRR, 2012

A Polylog Pivot Steps Simplex Algorithm for Classification.

[BibT_eX]

[DOI]