Metadata Conditioning Accelerates Language Model Pre-training.
CoRR, January, 2025
AdaRank: Disagreement Based Module Rank Prediction for Low-rank Adaptation.
CoRR, 2024
Learned Feature Importance Scores for Automated Feature Engineering.
CoRR, 2024
Learning Space Partitions for Nearest Neighbor Search.
IEEE Data Eng. Bull., 2023
COSTAR: Improved Temporal Counterfactual Estimation with Self-Supervised Learning.
CoRR, 2023
LANISTR: Multimodal Learning from Structured and Unstructured Data.
CoRR, 2023
SLM: End-to-end Feature Selection via Sparse Learnable Masks.
CoRR, 2023
Koopman Neural Operator Forecaster for Time-series with Temporal Distributional Shifts.
Proceedings of the Eleventh International Conference on Learning Representations, 2023
Koopman Neural Forecaster for Time Series with Temporal Distribution Shifts.
CoRR, 2022
Attention is not all you need: pure attention loses rank doubly exponentially with depth.
Proceedings of the 38th International Conference on Machine Learning, 2021
HNHN: Hypergraph Networks with Hyperedge Neurons.
CoRR, 2020
A Study of Performance of Optimal Transport.
CoRR, 2020
Social Media Big Data-Based Research on the Influencing Factors of Insomnia and Spatiotemporal Evolution.
IEEE Access, 2020
COPT: Coordinated Optimal Transport on Graphs.
Proceedings of the Advances in Neural Information Processing Systems 33: Annual Conference on Neural Information Processing Systems 2020, 2020
CoinPress: Practical Private Mean and Covariance Estimation.
Proceedings of the Advances in Neural Information Processing Systems 33: Annual Conference on Neural Information Processing Systems 2020, 2020
Scalable Nearest Neighbor Search for Optimal Transport.
Proceedings of the 37th International Conference on Machine Learning, 2020
SANNS: Scaling Up Secure Approximate k-Nearest Neighbors Search.
IACR Cryptol. ePrint Arch., 2019
Scalable Nearest Neighbor Search for Optimal Transport.
CoRR, 2019
Learning Sublinear-Time Indexing for Nearest Neighbor Search.
CoRR, 2019
Quantum Entropy Scoring for Fast Robust Mean Estimation and Improved Outlier Detection.
Proceedings of the Advances in Neural Information Processing Systems 32: Annual Conference on Neural Information Processing Systems 2019, 2019
NLP and Large-Scale Information Retrieval on Mathematical Texts.
Proceedings of the Mathematical Software - ICMS 2018, 2018
NLP-Based Detection of Mathematics Subject Classification.
Proceedings of the Mathematical Software - ICMS 2018, 2018