LM

Lester Mackey

0000-0002-1102-0387

cs.LGstat.MLstat.MEmath.STstat.THcs.AImath.PRstat.COcs.CVcs.CL

On Valency

published · living versions

Jet-Images – Deep Learning Edition

with Luke de Oliveira, Michael Kagan, Benjamin Nachman, Ariel Schwartzman

1 version

W_f5etkshsv1 · current

Preprints & journals

100 papers in the corpus · 2009–2026

Universal Bounds for Self-Normalized Kullback-Leibler Estimation

Buu Phan, Lester Mackey, David Alvarez-Melis

0 citations

2610.12851v12026arXiv

Advancing subseasonal forecasting with machine learning.

Guan, Hannah, Mouatadid, Soukayna, Orenstein, Paulo et al.

0 citations

428754982026Nature. 2026;658(8137):951-957

Integrating chemical structures as treatments improves representations of microscopy images for morphological profiling.

Yu, Yemin, Hayir, Emre, Tenenholtz, Neil et al.

0 citations

425257122026PLoS computational biology. 2026;22(7):e1014483

Domain-Aware Scaling Laws Uncover Data Synergy

Kimia Hamidieh, Lester Mackey, David Alvarez-Melis

0 citations

2607.11052v12026arXiv

Thinned Mean Field Langevin Dynamics

Zonghao Chen, Heishiro Kanagawa, Francois-Xavier Briol et al.

0 citations

2605.28589v12026International Conference on Machine Learning, 2026

Probabilistic Inference and Learning with Stein's Method

Qiang Liu, Lester Mackey, Chris Oates

0 citations

2603.07467v12026arXiv

WildCat: Near-Linear Attention in Theory and Practice

Tobias Schroder, Lester Mackey

0 citations

2602.10056v22026arXiv

KerJEPA: Kernel Discrepancies for Euclidean Self-Supervised Learning

Eric Zimmermann, Harley Wiltzer, Justin Szeto et al.

0 citations

2512.19605v22025arXiv

Earth Embeddings: Towards AI-centric Representations of our Planet

Konstantin Klemmer, Esther Rolf, Marc Russwurm et al.

3 citations

x5hx9s2025EarthArXiv

Coevolutionary Continuous Discrete Diffusion: Make Your Diffusion Language Model a Latent Reasoner

Cai Zhou, Chenxiao Yang, Yi Hu et al.

0 citations

2510.03206v22025arXiv

The Relative Instability of Model Comparison with Cross-validation

Alexandre Bayle, Lucas Janson, Lester Mackey

1 citation

2508.04409v32025Proceedings of the 43rd International Conference on Machine Learning, PMLR 306:7144-7178, 2026

Estimating Treatment Effects with Independent Component Analysis

Patrik Reizinger, Lester Mackey, Wieland Brendel et al.

0 citations

2507.16467v22025arXiv

It's Hard to Be Normal: The Impact of Noise on Structure-agnostic Estimation

Jikai Jin, Lester Mackey, Vasilis Syrgkanis

0 citations

2507.02275v32025arXiv

Low-Rank Thinning

Annabelle Michael Carrell, Albert Gong, Abhishek Shetty et al.

0 citations

2502.12063v82025arXiv

Cheap Permutation Testing

Carles Domingo-Enrich, Raaz Dwivedi, Lester Mackey

0 citations

2502.07672v32025arXiv

SureMap: Simultaneous Mean Estimation for Single-Task and Multi-Task Disaggregated Evaluation

Mikhail Khodak, Lester Mackey, Alexandra Chouldechova et al.

1 citation

2411.09730v12024arXiv

Bounding Hellinger Distance with Stein's Method

Morgane Austern, Lester Mackey

0 citations

2411.04322v32024arXiv

Adapting Language Models via Token Translation

Zhili Feng, Tanya Marwah, Nicolo Fusi et al.

0 citations

2411.00593v22024arXiv

Informed Correctors for Discrete Diffusion Models

Yixiu Zhao, Jiaxin Shi, Feng Chen et al.

0 citations

2407.21243v52024arXiv

Debiased Distribution Compression

Lingxiao Li, Raaz Dwivedi, Lester Mackey

0 citations

2404.12290v32024arXiv

SatCLIP: Global, General-Purpose Location Embeddings with Satellite Imagery

Konstantin Klemmer, Esther Rolf, Caleb Robinson et al.

92 citations

2311.17179v32023arXiv

Self-Taught Optimizer (STOP): Recursively Self-Improving Code Generation

Eric Zelikman, Eliana Lorch, Lester Mackey et al.

4 citations

2310.02304v32023arXiv

Reflections from the Workshop on AI-Assisted Decision Making for Conservation

Lily Xu, Esther Rolf, Sara Beery et al.

6 citations

2307.08774v12023arXiv

Should I Stop or Should I Go: Early Stopping with Heterogeneous Populations

Hammaad Adam, Fan Yin, Huibin (Mary) Hu et al.

2 citations

2306.11839v32023arXiv

Adaptive bias correction for improved subseasonal forecasting.

Mouatadid, Soukayna, Orenstein, Paulo, Flaspohler, Genevieve et al.

54 citations

373219882023Nature communications. 2023;14(1):3482

Do Language Models Know When They're Hallucinating References?

Ayush Agrawal, Mirac Suzgun, Lester Mackey et al.

36 citations

2305.18248v32023arXiv

Learning Rate Free Sampling in Constrained Domains

Louis Sharrock, Lester Mackey, Christopher Nemeth

0 citations

2305.14943v32023arXiv

Compress Then Test: Powerful Kernel Testing in Near-linear Time

Carles Domingo-Enrich, Raaz Dwivedi, Lester Mackey

0 citations

2301.05974v32023arXiv

A Finite-Particle Convergence Rate for Stein Variational Gradient Descent

Jiaxin Shi, Lester Mackey

2 citations

2211.09721v52022arXiv

Controlling Moments with Kernel Stein Discrepancies

Heishiro Kanagawa, Alessandro Barp, Arthur Gretton et al.

0 citations

2211.05408v72022arXiv

Budget-Constrained Bounds for Mini-Batch Estimation of Optimal Transport

David Alvarez-Melis, Nicolo Fusi, Lester Mackey et al.

1 citation

2210.13630v12022arXiv

Targeted Separation and Convergence with Kernel Discrepancies

Alessandro Barp, Carl-Johann Simon-Gabriel, Mark Girolami et al.

1 citation

2209.12835v52022arXiv

Efficient Concentration with Gaussian Approximation

Morgane Austern, Lester Mackey

1 citation

2208.09922v92022arXiv

Scalable Spike-and-Slab

Niloy Biswas, Lester Mackey, Xiao-Li Meng

5 citations

2204.01668v22022arXiv

Gradient Estimation with Discrete Stein Operators

Jiaxin Shi, Yuhao Zhou, Jessica Hwang et al.

2 citations

2202.09497v82022arXiv

An open repository of real-time COVID-19 indicators.

Reinhart, Alex, Brooks, Logan, Jahja, Maria et al.

75 citations

349036542021Proceedings of the National Academy of Sciences of the United States of America. 2021;118(51)

Bounding Wasserstein distance with couplings

Niloy Biswas, Lester Mackey

2 citations

2112.03152v32021arXiv

Distribution Compression in Near-linear Time

Abhishek Shetty, Raaz Dwivedi, Lester Mackey

1 citation

2111.07941v62021arXiv

Generalized Kernel Thinning

Raaz Dwivedi, Lester Mackey

7 citations

2110.01593v82021arXiv

SubseasonalClimateUSA: A Dataset for Subseasonal Forecasting and Benchmarking

Soukayna Mouatadid, Paulo Orenstein, Genevieve Flaspohler et al.

5 citations

2109.10399v42021arXiv

Social Norm Bias: Residual Harms of Fairness-Aware Algorithms

Myra Cheng, Maria De-Arteaga, Lester Mackey et al.

11 citations

2108.11056v32021arXiv

Near-optimal inference in adaptive linear regression

Koulik Khamaru, Yash Deshpande, Tor Lattimore et al.

5 citations

2107.02266v32021arXiv

Sampling with Mirrored Stein Operators

Jiaxin Shi, Chang Liu, Lester Mackey

4 citations

2106.12506v32021arXiv

Online Learning with Optimism and Delay

Genevieve Flaspohler, Francesco Orabona, Judah Cohen et al.

6 citations

2106.06885v42021arXiv

Kernel Thinning

Raaz Dwivedi, Lester Mackey

4 citations

2105.05842v112021arXiv

Stein's Method Meets Computational Statistics: A Review of Some Recent Developments

Andreas Anastasiou, Alessandro Barp, Francois-Xavier Briol et al.

30 citations

2105.03481v22021arXiv

Initialization and Regularization of Factorized Neural Layers

Mikhail Khodak, Neil Tenenholtz, Lester Mackey et al.

10 citations

2105.01029v22021arXiv

Knowledge Distillation as Semiparametric Inference

Tri Dao, Govinda M Kamath, Vasilis Syrgkanis et al.

8 citations

2104.09732v12021arXiv

Model-specific Data Subsampling with Influence Functions

Anant Raj, Cameron Musco, Lester Mackey et al.

0 citations

2010.10218v12020arXiv

Independent finite approximations for Bayesian nonparametric inference

Tin D. Nguyen, Jonathan Huggins, Lorenzo Masoero et al.

5 citations

2009.10780v42020arXiv

Career total: 422 works. 100 are in this corpus.Showing the 50 most recent.

Profile built from the corpus for this byline.

422

works

4,080

citations

36

h-index

Corpus papers per year

Author records are still filling in while the Hub is in beta. If this is your page, you'll be able to claim it soon. Spot a mistake? Tell us.