Notes

1. Triplet Loss
2. Multidimensional Mental Representations of Natural Objects #src:paper #psychology
3. Testing a PA model #research #networks
4. AI for Health #xAI #medicine #artificial_intelligence
5. Monopoly in Tech #src:money_stuff #finance
6. One Stock to Rule Them All #finance #idea
7. Complexity Theory
8. Stewardship of Global Collective Beahvior #src:paper #society #research
9. Dynamic Graph Models #networks #research #statistics
10. Explainable Trees #xAI #machine_learning
11. A Universal Law of Robustness via Isoperimetry #src:paper #proj:interpolation
12. Troubles with AI in insurtech #src:article #insurance #artificial_intelligence #media
13. Siamese Network
14. Unsupervised Language Translation #research #nlp #src:paper
15. The Language of Animals #nlp #research
16. Pediatric Transfer Learning #causal_inference #medicine #_semisupervised_learning
17. Learning as the Unsupervised Alignment of Conceptual Systems #src:paper #nlp #lit_review #neuroscience
18. Working From Home #src:paper #society
19. Loftus and Memory #src:article #science #psychology #_neuroscience
20. Rotation Dynamics in Neurons #science #neuroscience #src:paper #_biologically_inspired #_deep_learning
21. The Asymmetry of Bitcoin #src:money_stuff #finance
22. Securities Law and Insurance #src:money_stuff #finance #insurance
23. /r/wallstreetbets #finance #src:money_stuff
24. Reflexivity #economics #finance #src:article
25. Neural Code for Faces #CV #psychology #src:paper
26. Linguistic Neuroscience #nlp #psychology #_vbw #_embeddings
27. We #src:article #_money_stuff
28. The Perils of Explainability #xAI #law #_adversarial_training #_differential_privacy
29. Relational Learning and Word Embeddings #src:paper #psychology #nlp #embeddings
30. Judicial Demand for xAI #src:paper #lit_review #law #fairness #xAI
31. The Search for Meaning #src:article
32. New Medium
33. Robustness of Facial Embeddings #CV #proj:face
34. Grand Theory of Social Networks #networks #_podcast
35. Death of Value Investing #finance #src:article
36. Communist Index Funds #finance #src:money_stuff
37. Language Biases in Pediatric Emergency Department #src:paper #medicine
38. Framework for Fairness #proj:fairness
39. On Single Point Forecasts for Fat Tailed Variables #taleb #finance #src:paper #src:podcast
40. Control Theory #control #engineering #edu #src:video
41. Noisy Networks #lit_review #networks #_stochastic_blockmodel #_method_of_moments #_coronavirus
42. Fractals #mathematics #finance
43. Experimental Logs for MovieLens #proj:penalty #experiments #matrix_completion
44. Efficient Markets and Data #src:money_stuff #finance #data
45. Openendedness #src:article #artificial_intelligence
46. Dataset Bias #machine_learning #bias #src:paper
47. Implicit Regularization #implicit_regularization #proj:penalty #_generalization_conundrum
48. System 1 and 2 #artificial_intelligence #gpt #_idea
49. Envisioning the Future #brainstorm #_econtalk #_podcast
50. Fast Weights #biologically_inspired
51. GPT-3 #nlp #deep_learning #_reinforcement_learning #_todo #_BERT
52. Experimental Logs for Matrix Completion #proj:penalty #experiments #matrix_completion
53. Matrix Completion Optimization #lit_review #proj:penalty #matrix_completion #optimization
54. Calculus for Brain Computation #neuroscience #biologically_inspired
55. Invariant Risk Minimization
56. Next Steps for Deep Learning #src:article #_econometrics #_attention #_reinforcement_learning
57. Bitter Lesson #src:article
58. Two Cultures #src:paper #proj:statvsml
59. On Optimization #optimization #_matrix_completion
60. Exponential Learning Rates #src:paper #src:article #lit_review #gradient_descent #optimization
61. Debiasing Word Embeddings #nlp #embeddings
62. Explaining Word Embeddings #src:article #nlp
63. Alone #society
64. Learning DAGs #src:paper #causal_inference #_causal_inference
65. The Unreasonable Effectiveness of Adam #proj:penalty #optimization #gradient_descent #_implicit_regularization
66. Transformers #neural_networks #machine_learning #_todo #_attention
67. Precision/Recall #interview
68. Transfer Learning
69. Meta Learning
70. Signed Word Embeddings #idea #nlp #embeddings
71. Does Learning Require Memorization? #src:paper #proj:interpolation #lit_review #interpolation #_differential_privacy #_power_law #_economics
72. Dyadic Imbalance in Networks #src:paper #networks
73. Implicit Self Regularization in Deep Neural Networks #src:paper #regularization
74. Benign Overfitting in Linear Regression #src:paper #lit_review #proj:interpolation
75. ↩︎ toread
76. SOTA Collaborative Filtering
77. Problems with Machine Learning Scholarship #src:article
78. Discretization of Gradient Flow #neural_networks #optimization
79. Michael Jordan Plenary Talk #src:talk #_causal_inference #_bandit #_scarcity #_microeconomics #_market
80. Graph Neural Networks #_todo
81. Graph Network as Arbitrary Inductive Bias #src:article #neural_networks #gnn
82. Network Pruning #neural_networks #src:paper
83. Market for Lemons #economics #src:article #_misinformation
84. Matrix Factorization to Linear Model #proj:penalty
85. Next Steps for Penalty Paper #proj:penalty
86. Meta Analysis vs Preregistration #src:podcast #meta_analysis #statistics
87. Overparameterized Regression #src:paper
88. On the Optimization of Deep Networks #src:paper
89. Troubling Trends in Machine Learning Scholarship #machine_learning #src:paper
90. Concurrent Face and Word Embeddings #idea
91. Parameter Estimation in SBM
92. Nonparametric Testing on Graphs #lit_review #networks
93. The Form of the Loss in Matrix Completion #neural_networks #matrix_completion
94. Rethinking Generalization #src:paper
95. Pseudo-inverses and SGD #mathematics #gradient_descent
96. Linear Networks via GD Trajectory #src:paper #deep_learning #gradient_descent
97. Why Greatness Cannot be Planned #src:book #artificial_intelligence
98. Honduras Face Project #proj:face #networks #CV
99. Statistics vs ML
100. Project Penalty #proj:penalty
101. Project Fairness #proj:fairness #_dark_patterns
102. ★ Master Paper List
103. ↩︎ idea
104. Matrix Completion Experiments #proj:penalty #experiments
105. Matrix Completion Optimal Rates #lit_review
106. Power Tower #src:video #mathematics #education #puzzle
107. New Balance Theory #networks
108. Animal Crossing #games #japan #_mindfulness
109. AB Testing in Networks #google #ab_testing #networks #src:article #_causal_inference
110. New Linear Algebra #education #mathematics
111. Extending the Penalty #proj:penalty
112. Effectiveness of Normalized Quantities #proj:penalty #matrix_completion #_statistics
113. Personalized Art #idea
114. Peloton #finance #trends #society
115. Episode with Ilya #src:podcast #_language_model #_attention #_transformers
116. Neural Tangent Kernels
117. Project Interpolation #proj:interpolation #_paper
118. Next Steps for Interpolation #proj:interpolation #interpolation #machine_learning #_adversarial_training #_robustness
119. Project Misinformation #nlp #_idea #_paper
120. A Snide Comment about Certain Types of Research #research #neural_networks
121. How to Take Smart Notes #src:book #productivity
122. Path To Zettelkasten
123. Language Generation #nlp #fun #gpt #_teaching