Paper-Conference |https://nick-jhlee.github.io/publication_types/paper-conference/Paper-ConferenceHugoBlox Kit (https://hugoblox.com)en-usSat, 02 May 2026 00:00:00 +0000https://nick-jhlee.github.io/media/icon_hu_eee4a95885829ab2.pngPaper-Conferencehttps://nick-jhlee.github.io/publication_types/paper-conference/GL-LowPopArt: A Nearly Instance-Wise Minimax-Optimal Estimator for Generalized Low-Rank Trace Regressionhttps://nick-jhlee.github.io/publications/aistats26-gl-lowpopart/Sat, 02 May 2026 00:00:00 +0000https://nick-jhlee.github.io/publications/aistats26-gl-lowpopart/Near-Optimal Clustering in Mixture of Markov Chainshttps://nick-jhlee.github.io/publications/aistats26-mixture-markov/Sat, 02 May 2026 00:00:00 +0000https://nick-jhlee.github.io/publications/aistats26-mixture-markov/TESSAR: Geometry-Aware Active Regression via Dynamic Voronoi Tessellationhttps://nick-jhlee.github.io/publications/iclr26/Thu, 23 Apr 2026 00:00:00 +0000https://nick-jhlee.github.io/publications/iclr26/AdaSTaR: Adaptive Data Sampling for Training Self-Taught Reasonershttps://nick-jhlee.github.io/publications/neurips25/Thu, 22 May 2025 00:00:00 +0000https://nick-jhlee.github.io/publications/neurips25/Probability-Flow ODE in Infinite-Dimensional Function Spaceshttps://nick-jhlee.github.io/publications/iclr25w/Fri, 07 Mar 2025 00:00:00 +0000https://nick-jhlee.github.io/publications/iclr25w/FlickerFusion: Intra-trajectory Domain Generalizing Multi-Agent RLhttps://nick-jhlee.github.io/publications/iclr25/Fri, 11 Oct 2024 00:00:00 +0000https://nick-jhlee.github.io/publications/iclr25/A Unified Confidence Sequence for Generalized Linear Models, with Applications to Banditshttps://nick-jhlee.github.io/publications/neurips24/Wed, 19 Jun 2024 00:00:00 +0000https://nick-jhlee.github.io/publications/neurips24/Gradient Descent with Polyak's Momentum Finds Flatter Minima via Large Catapultshttps://nick-jhlee.github.io/publications/icml24w/Mon, 17 Jun 2024 00:00:00 +0000https://nick-jhlee.github.io/publications/icml24w/<p>Previous title: <em>Large Catapults in Momentum Gradient Descent with Warmup: An Empirical Study</em></p>Querying Easily Flip-flopped Samples for Deep Active Learninghttps://nick-jhlee.github.io/publications/iclr24/Tue, 07 May 2024 00:00:00 +0000https://nick-jhlee.github.io/publications/iclr24/<p>(To be filled out)</p>Improved Regret Bounds of (Multinomial) Logistic Bandits via Regret-to-Confidence-Set Conversionhttps://nick-jhlee.github.io/publications/aistats24/Sat, 20 Jan 2024 00:00:00 +0000https://nick-jhlee.github.io/publications/aistats24/Fair Streaming Principal Component Analysis: Statistical and Algorithmic Viewpointhttps://nick-jhlee.github.io/publications/neurips23/Sun, 10 Dec 2023 00:00:00 +0000https://nick-jhlee.github.io/publications/neurips23/<p>(To be filled out)</p>Flooding with Absorption: An Efficient Protocol for Heterogeneous Bandits over Complex Networkshttps://nick-jhlee.github.io/publications/opodis23/Mon, 30 Oct 2023 00:00:00 +0000https://nick-jhlee.github.io/publications/opodis23/Nearly Optimal Latent State Decoding in Block MDPshttps://nick-jhlee.github.io/publications/aistats23/Thu, 27 Apr 2023 00:00:00 +0000https://nick-jhlee.github.io/publications/aistats23/<p>(To be filled out)</p>Fast and Efficient MMD-based Fair PCA via Optimization over Stiefel Manifoldhttps://nick-jhlee.github.io/publications/aaai22/Tue, 22 Feb 2022 00:00:00 +0000https://nick-jhlee.github.io/publications/aaai22/<p>(To be filled out)</p>Preliminary Evaluation of SWAY in Permutation Decision Space via a Novel Euclidean Embeddinghttps://nick-jhlee.github.io/publications/ssbse21/Wed, 29 Sep 2021 00:00:00 +0000https://nick-jhlee.github.io/publications/ssbse21/<p>(To be filled out)</p>