| 201. | The Geometry of Matroids | 4,681 | |
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| 202. | Benign Overfitting in Linear Prediction | 4,667 | |
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| 203. | Quantum Algorithms for Optimization | Quantum Colloquium | 4,625 | |
|
| 204. | Breakthroughs — A Refined Laser Method and Faster Matrix Multiplication | 4,621 | |
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| 205. | Geometric Aspects of Sampling and Optimization | 4,619 | |
|
| 206. | Analysis and Design of Optimization Algorithms via Integral Quadratic Constraints | 4,577 | |
|
| 207. | Classical Shadows of Quantum States | Quantum Colloquium | 4,573 | |
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| 208. | LP/SDP Hierarchies and Sum of Squares Proofs 1 | 4,572 | |
|
| 209. | Deep Robotic Learning | 4,532 | |
|
| 210. | Training on the Test Set and Other Heresies | 4,514 | |
|
| 211. | Algorithms for Lattice Problems | 4,514 | |
|
| 212. | On the Foundations of Deep Learning: SGD, Overparametrization, and Generalization | 4,491 | |
|
| 213. | Robust Estimation of Mean and Covariance | 4,455 | |
|
| 214. | Online Learning and Bandits (Part 1) | 4,450 | |
|
| 215. | Thinking Algorithmically About Impossibility | 4,420 | |
|
| 216. | Deep Learning Frameworks for Regulatory Genomics and Epigenomics | 4,403 | |
|
| 217. | Pattern Separation and Completion in Subregions of the Hippocampus | 4,403 | |
|
| 218. | Mini Crash Course: The Classical PCP Theorem | 4,394 | |
|
| 219. | Zero Knowledge from the Discrete Logarithm Problem | 4,378 | Vlog |
|
| 220. | On Algorithmic Game Theory I | 4,319 | |
|
| 221. | Learning to Control Safety-Critical Systems | 4,316 | |
|
| 222. | Random Walks on Directed Graphs | 4,315 | |
|
| 223. | Fully Homomorphic Encryption II | 4,267 | |
|
| 224. | Information Theory in Computational Complexity I | 4,261 | Guide |
|
| 225. | Inferring Single-Trial Neural Population Dynamics Using Sequential Auto-Encoders | 4,192 | |
|
| 226. | Streaming, Sketching and Sufficient Statistics I | 4,189 | |
|
| 227. | Beyond Worst-Case Analysis I | 4,188 | |
|
| 228. | Kernel-Based Methods for Bandit Convex Optimization | 4,173 | |
|
| 229. | Adversarial Examples in Deep Learning | 4,154 | |
|
| 230. | Is There Evidence of Exponential Quantum Advantage in Quantum Chemistry? | Quantum Colloquium | 4,152 | |
|
| 231. | Tutorial: Statistical Learning Theory and Neural Networks I | 4,119 | Tutorial |
|
| 232. | The Alignment Problem: Machine Learning and Human Values | 4,109 | |
|
| 233. | Beyond Computation: The P versus NP question | 4,098 | |
|
| 234. | Fitness Landscapes and Adaptive Evolution | 4,058 | |
|
| 235. | Backpropagation and Deep Learning in the Brain | 4,009 | |
|
| 236. | Einstein's Equations Starting from Qubits | 3,942 | |
|
| 237. | Efficient Distributed Deep Learning Using MXNet | 3,930 | |
|
| 238. | Recent Structure Lemmas for Depth-two Threshold Circuits | 3,925 | |
|
| 239. | Linear Logic, Session Types and Deadlock-Freedom | 3,909 | |
|
| 240. | Networks and Economics 3 | 3,903 | |
|
| 241. | Quantum Simulators and Processors Based on Rydberg Atom Arrays | 3,903 | |
|
| 242. | Quantum-Inspired Classical Linear Algebra | 3,901 | |
|
| 243. | Towards Reliable Use of Large Language Models: Better Detection, Consistency, and Instruction-Tuning | 3,868 | Tutorial |
|
| 244. | The CKKS (a.k.a. HEAAN) FHE Scheme | 3,860 | |
|
| 245. | Tensor Decompositions for Learning Latent Variable Models I | 3,856 | |
|
| 246. | Tensor Networks and Gravity | 3,837 | |
|
| 247. | Will Vanishing Gradients Ever Vanish from Deep Learning? | 3,831 | |
|
| 248. | Tensors: A Geometric View | 3,817 | |
|
| 249. | MLbase: A Distributed Machine Learning System | 3,814 | |
|
| 250. | Recent Progress in High-Dimensional Learning | 3,793 | |
|
| 251. | Representation Learning of Grounded Language and Knowledge: with and without End-to-End Learning | 3,787 | |
|
| 252. | The Short Integer Solutions Problem and Cryptographic Applications | 3,774 | |
|
| 253. | Representational and Optimization Properties of Deep Residual Networks | 3,761 | |
|
| 254. | Macaulay 2 Tutorial I | 3,759 | |
|
| 255. | Crash Course on Probabilistically Checkable Proofs (PCP): Introduction | 3,757 | |
|
| 256. | Tensor Methods for Learning Latent Variable Models: Theory and Practice | 3,746 | |
|
| 257. | How Quantum is D-Wave? | 3,731 | |
|
| 258. | Quantum Error Correction | 3,731 | |
|
| 259. | Thalamocortical System I | 3,718 | |
|
| 260. | Stochastic Bandits: Foundations and Current Perspectives | 3,713 | |
|
| 261. | Foundations of RL | 3,709 | |
|
| 262. | Randomized Numerical Linear Algebra: Overview | 3,688 | |
|
| 263. | Planning and Markov Decision Processes (Part 2) | 3,678 | |
|
| 264. | Feedback Control Theory: Architectures and Tools for Real-Time Decision Making I | 3,677 | |
|
| 265. | SNARKs and their Practical Applications | 3,665 | |
|
| 266. | Symmetry and Topological Order in Quantum States | 3,655 | |
|
| 267. | Simulating Chemistry on Realistic Quantum Computers | 3,639 | |
|
| 268. | Sample Complexity of Estimating Entropy | 3,637 | |
|
| 269. | Sparse Fourier Transform Algorithm for Real-Time Applications | 3,637 | |
|
| 270. | Panel Discussion | 3,633 | Discussion |
|
| 271. | Signatures, Commitments, Zero-Knowledge, and Applications | 3,618 | |
|
| 272. | Quantum Computing and Simulation with Trapped Ions | 3,607 | |
|
| 273. | The Digital Fence: Taiwan’s Response to COVID-19 | 3,606 | |
|
| 274. | Recent Progress in Quantum Advantage | 3,594 | |
|
| 275. | Competitive Analysis of Online Algorithms (Part 2) | 3,585 | |
|
| 276. | Competitive Analysis of Online Algorithms I | 3,577 | |
|
| 277. | An Integrated Cognitive Architecture | 3,567 | |
|
| 278. | Mad Max: Affine Spline Insights into Deep Learning | 3,541 | |
|
| 279. | Knowledge is embedded in language neural networks but can they reason? | 3,534 | |
|
| 280. | Quantum Machine Learning: Prospects and Challenges | 3,524 | |
|
| 281. | The Missing Signal | 3,520 | |
|
| 282. | Finite and Algorithmic Model Theory I | 3,513 | |
|
| 283. | From the Inside: Economics and Computation | 3,509 | |
|
| 284. | Approximation Algorithms for Optimization under Uncertainty | 3,505 | |
|
| 285. | Optimal Transport and PDE: Gradient Flows in the Wasserstein Metric | 3,503 | |
|
| 286. | Tensor Networks and Quantum Algorithms | 3,488 | |
|
| 287. | "The Problem with Qubits" | 3,484 | |
|
| 288. | Simons Institute Polylogues: Algorithmic Fairness and Quantum Computation | 3,476 | Vlog |
|
| 289. | High Dimensional Geometry and Concentration I | 3,473 | |
|
| 290. | The Future of Wireless and What It Will Enable | 3,434 | |
|
| 291. | Summer Cluster in Quantum Computation | Polylogues | 3,401 | Vlog |
|
| 292. | Locally Testable Codes with Constant Rate, Distance, and Locality | 3,395 | |
|
| 293. | Modern Coding Theory — Many Ideas, One Goal | 3,391 | |
|
| 294. | Quantum Algorithms for Classification | 3,390 | |
|
| 295. | Fully Understanding The Hashing Trick | 3,385 | |
|
| 296. | Randomized Iterative Methods and Complexity for Markov Decision Process | 3,378 | |
|
| 297. | Differential Privacy: Fundamentals to Forefront I | 3,362 | |
|
| 298. | Sketching for M-Estimators: A Unified Approach to Robust Regression | 3,360 | |
|
| 299. | Panel Discussion on Potential for Quantum Advantage in Machine Learning | Quantum Colloquium | 3,357 | Discussion |
|
| 300. | Safety-Critical Autonomous Systems: What is Possible? What is Required? | 3,349 | |
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