Publications (81)
Ultra-High-Efficiency Dual-Band Thin-Film Lithium Niobate Modulator Incorporating Low-k Underfill with 220 GHz Extrapolated Bandwidth for 390 Gbit/s PAM8 Transmission
Hao Liu, Yutong He, Bing Xiong +8
Joint Value Estimation and Bidding in Repeated First-Price Auctions
Yuxiao Wen, Yanjun Han, Zhengyuan Zhou
Beyond the Best: Estimating Distribution Functionals in Infinite-Armed Bandits
Yifei Wang, Tavor Baharav, Yanjun Han +2
Integrated Gallium Nitride Nonlinear Photonics
Yanzhen Zheng, Changzheng Sun, Bing Xiong +7
Evolution of Information in Interactive Decision Making: A Case Study for Multi-Armed Bandits
Yuzhou Gu, Yanjun Han, Jian Qian
InGaN/GaN Multi-Quantum-Well and Light-Emitting Diode Based on V-pit-Shaped GaN Grown on Patterned Sapphire Substrate
Lai Wang, Xiao Meng, Di Yang +8
Interactive Learning of Single-Index Models via Stochastic Gradient Descent
Nived Rajaraman, Yanjun Han
An Empirical Bayes Perspective on Heteroskedastic Mean Estimation
Yanjun Han, Abhishek Shetty, Jacob Shkrob
Learning to Bid Optimally and Efficiently in Adversarial First-price Auctions
Yanjun Han, Zhengyuan Zhou, Aaron Flores +2
Statistical Complexity and Optimal Algorithms for Non-linear Ridge Bandits
Nived Rajaraman, Yanjun Han, Jiantao Jiao +1
Adaptive Estimation of Shannon Entropy
Yanjun Han, Jiantao Jiao, Tsachy Weissman
Constrained Functional Value under General Convexity Conditions with Applications to Distributed Simulation
Yanjun Han
Reconfigurable nonlinear optical computing device for retina-inspired computing
Xiayang Hua, Jiyuan Zheng, Peiyuan Zhao +11
Expectation of the Largest bet size in Labouchere System
Yanjun Han, Guanyang Wang
Demystifying ResNet
Sihan Li, Jiantao Jiao, Yanjun Han +1
Planar multi-aperture fish-eye lens using metagrating
Zihan Zang, Haoqiang Wang, Yanjun Han +3
Learning and Collusion in Multi-unit Auctions
Simina Brânzei, Mahsa Derakhshan, Negin Golrezaei +1
Optimal Arm Elimination Algorithms for Combinatorial Bandits
Yuxiao Wen, Yanjun Han, Zhengyuan Zhou
Entropy Rate Estimation for Markov Chains with Large State Space
Yanjun Han, Jiantao Jiao, Chuan-Zheng Lee +3
The Nearest Neighbor Information Estimator is Adaptively Near Minimax Rate-Optimal
Jiantao Jiao, Weihao Gao, Yanjun Han
Batched Multi-armed Bandits Problem
Zijun Gao, Yanjun Han, Zhimei Ren +1
Understanding different efficiency droop behaviors in InGaN-based near-UV, blue and green light-emitting diodes through differential carrier lifetime measurements
Lai Wang, Xiao Meng, Jiaxing Wang +7
Broadband frequency comb generation in aluminum nitride-on-sapphire microresonators
Xianwen Liu, Changzheng Sun, Bing Xiong +10
Maximum Likelihood Estimation of Functionals of Discrete Distributions
Jiantao Jiao, Kartik Venkat, Yanjun Han +1
Sequential Batch Learning in Finite-Action Linear Contextual Bandits
Yanjun Han, Zhengqing Zhou, Zhengyuan Zhou +3
Geometric Lower Bounds for Distributed Parameter Estimation under Communication Constraints
Yanjun Han, Ayfer Ãzgür, Tsachy Weissman
Local moment matching: A unified methodology for symmetric functional estimation and distribution estimation under Wasserstein distance
Yanjun Han, Jiantao Jiao, Tsachy Weissman
Low half-wave-voltage, ultra-high bandwidth thin-film LiNbO3 modulator based on hybrid waveguide and periodic capacitively loaded electrodes
Xuecheng Liu, Bing Xiong, Changzheng Sun +7
Mutual Information Bounds via Adjacency Events
Yanjun Han, Or Ordentlich, Ofer Shayevitz
Beyond Maximum Likelihood: from Theory to Practice
Jiantao Jiao, Kartik Venkat, Yanjun Han +1
On the Statistical Complexity of Sample Amplification
Brian Axelrod, Shivam Garg, Yanjun Han +2
Suspended AlGaAs-Integrated Nonlinear Photonics
Yuqian Zhang, Changzheng Sun, Bing Xiong +6
Approximate independence of permutation mixtures
Yanjun Han, Jonathan Niles-Weed
Sharp small-deviation inequalities for sums of independent nonnegative random variables
Weibo Fu, Yanjun Han, Guanyang Wang +3
Performance Limits and Geometric Properties of Array Localization
Yanjun Han, Yuan Shen, Xiao-Ping Zhang +2
Prediction from compression for models with infinite memory, with applications to hidden Markov and renewal processes
Yanjun Han, Tianze Jiang, Yihong Wu
On Estimation of $L_{r}$-Norms in Gaussian White Noise Models
Yanjun Han, Jiantao Jiao, Rajarshi Mukherjee
Minimax optimal testing by classification
Patrik Róbert Gerber, Yanjun Han, Yury Polyanskiy
D-band MUTC Photodiode Module for Ultra-Wideband 160 Gbps Photonics-Assisted Fiber-THz Integrated Communication System
Yuxin Tian, Yaxuan Li, Bing Xiong +10
Generalizations of Maximal Inequalities to Arbitrary Selection Rules
Jiantao Jiao, Yanjun Han, Tsachy Weissman
The (Marginal) Value of a Search Ad: An Online Causal Framework for Repeated Second-price Auctions
Yuxiao Wen, Zihao Hu, Yanjun Han +2
"WM"-Shaped Growth of GaN on Patterned Sapphire Substrates
Lai Wang, Xiao Meng, Di Yang +7
Minimax Estimation of Discrete Distributions under $\ell_1$ Loss
Yanjun Han, Jiantao Jiao, Tsachy Weissman
Sharp mean-field analysis of permutation mixtures and permutation-invariant decisions
Yiguo Liang, Yanjun Han
Estimating the Fundamental Limits is Easier than Achieving the Fundamental Limits
Jiantao Jiao, Yanjun Han, Irena Fischer-Hwang +1
Besting Good--Turing: Optimality of Non-Parametric Maximum Likelihood for Distribution Estimation
Yanjun Han, Jonathan Niles-Weed, Yandi Shen +1
PETS: A Principled Framework Towards Optimal Trajectory Allocation for Efficient Test-Time Self-Consistency
Zhangyi Liu, Huaizhi Qu, Xiaowei Yin +4
Optimal No-regret Learning in Repeated First-price Auctions
Yanjun Han, Zhengyuan Zhou, Tsachy Weissman
Continuous-wave Raman Lasing in Aluminum Nitride Microresonators
Xianwen Liu, Changzheng Sun, Bing Xiong +10
Electrically Pumped Orbital Angular Momentum (OAM) Laser at Telecom Wavelengths
Juan Zhang, Changzheng Sun, Bing Xiong +13
Universal priors: solving empirical Bayes via Bayesian inference and pretraining
Nick Cannella, Anzo Teh, Yanjun Han +1
Provably Breaking the Quadratic Error Compounding Barrier in Imitation Learning, Optimally
Nived Rajaraman, Yanjun Han, Lin F. Yang +2
B-spline freeform surface tailoring for prescribed irradiance based on differentiable ray-tracing
Haoqiang Wang, Zihan Zang, Yunpeng Xu +3
Elementary Symmetric Polynomial Inequalities for Centered Vectors and Matrices
Yanjun Han, Jonathan Niles-Weed
Minimax Estimation of the $L_1$ Distance
Jiantao Jiao, Yanjun Han, Tsachy Weissman
Dependence Measures Bounding the Exploration Bias for General Measurements
Jiantao Jiao, Yanjun Han, Tsachy Weissman
Minimax Estimation of Functionals of Discrete Distributions
Jiantao Jiao, Kartik Venkat, Yanjun Han +1
Domain Compression and its Application to Randomness-Optimal Distributed Goodness-of-Fit
Jayadev Acharya, Clément L. Canonne, Yanjun Han +2
Oracle-Efficient Online Learning for Beyond Worst-Case Adversaries
Nika Haghtalab, Yanjun Han, Abhishek Shetty +1
Bias Correction with Jackknife, Bootstrap, and Taylor Series
Jiantao Jiao, Yanjun Han
On the Competitive Analysis and High Accuracy Optimality of Profile Maximum Likelihood
Yanjun Han, Kirankumar Shiragur
On the Ergodic Capacity of MIMO Free-Space Optical Systems over Turbulence Channels
Jiayi Zhang, Linglong Dai, Yanjun Han +2
Ultrafast Parallel LiDAR with Time-encoding and Spectral Scanning: Breaking the Time-of-flight Limit
Zihan Zang, Zhi Li, Yi Luo +3
Lower Bounds for Learning Distributions under Communication Constraints via Fisher Information
Leighton Pate Barnes, Yanjun Han, Ayfer Ozgur
Leveraging the Hints: Adaptive Bidding in Repeated First-Price Auctions
Wei Zhang, Yanjun Han, Zhengyuan Zhou +2
Optimal rates of entropy estimation over Lipschitz balls
Yanjun Han, Jiantao Jiao, Tsachy Weissman +1
On the amortized complexity of approximate counting
Ishaq Aden-Ali, Yanjun Han, Jelani Nelson +1
Causal Inference with High-dimensional Discrete Covariates
Zhenghao Zeng, Sivaraman Balakrishnan, Yanjun Han +1
Online Estimation via Offline Estimation: An Information-Theoretic Framework
Dylan J. Foster, Yanjun Han, Jian Qian +1
Optimal prediction of Markov chains with and without spectral gap
Yanjun Han, Soham Jana, Yihong Wu
Tight Guarantees for Interactive Decision Making with the Decision-Estimation Coefficient
Dylan J. Foster, Noah Golowich, Yanjun Han
Adversarial Combinatorial Bandits with General Non-linear Reward Functions
Xi Chen, Yanjun Han, Yining Wang
Covariance alignment: from maximum likelihood estimation to Gromov-Wasserstein
Yanjun Han, Philippe Rigollet, George Stepaniants
Optimal Communication Rates and Combinatorial Properties for Common Randomness Generation
Yanjun Han, Kedar Tatwawadi, Gowtham R. Kurri +3
Minimax Rate-Optimal Estimation of Divergences between Discrete Distributions
Yanjun Han, Jiantao Jiao, Tsachy Weissman
Soliton dynamics in microresonators with XPM induced negative thermo-optic effect
Yanzhen Zheng, Changzheng Sun, Bing Xiong +10
Stochastic contextual bandits with graph feedback: from independence number to MAS number
Yuxiao Wen, Yanjun Han, Zhengyuan Zhou
On the High Accuracy Limitation of Adaptive Property Estimation
Yanjun Han
Assouad, Fano, and Le Cam with Interaction: A Unifying Lower Bound Framework and Characterization for Bandit Learnability
Fan Chen, Dylan J. Foster, Yanjun Han +3
Minimax Optimal Nonparametric Estimation of Heterogeneous Treatment Effects
Zijun Gao, Yanjun Han
Does Dirichlet Prior Smoothing Solve the Shannon Entropy Estimation Problem?
Yanjun Han, Jiantao Jiao, Tsachy Weissman