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  • All HBS Web  (6)
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    • All HBS Web  (6)
      • Faculty Publications  (3)

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      • 2022
      • Article

      Which Explanation Should I Choose? A Function Approximation Perspective to Characterizing Post hoc Explanations

      By: Tessa Han, Suraj Srinivas and Himabindu Lakkaraju
      A critical problem in the field of post hoc explainability is the lack of a common foundational goal among methods. For example, some methods are motivated by function approximation, some by game theoretic notions, and some by obtaining clean visualizations. This...  View Details
      Keywords: Mathematical Methods; Decision Choices and Conditions; Analytics and Data Science
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      Han, Tessa, Suraj Srinivas, and Himabindu Lakkaraju. "Which Explanation Should I Choose? A Function Approximation Perspective to Characterizing Post hoc Explanations." Advances in Neural Information Processing Systems (NeurIPS) (2022). (Best Paper Award, International Conference on Machine Learning (ICML) Workshop on Interpretable ML in Healthcare.)
      • March 2014 (Revised May 2014)
      • Teaching Note

      The TELUS Share Conversion Proposal

      By: Lucy White and Benjamin C. Esty
      On February 21, 2013, TELUS announced a proposal to convert the firm's non-voting shares into voting shares on a one-to-one basis, thereby eliminating the firm's dual class structure. Shareholders were scheduled to vote on the proposal at the firm's annual general...  View Details
      Keywords: Proxy Contest; Proxy Battle; Proxy Advisor; ISS; Glass Lewis & Co.; Hedge Fund; Short Selling; Share Lending; Telecommunications; Voting Rights; Empty Voting; Equity Decoupling; Share Unification; Dual Class Shares; Canada; Exchange Ratio; Shareholder Activism; Shareholder Votes; Investment Activism; Public Equity; Capital Structure; Investment Return; Corporate Governance; Corporate Finance; Ownership Stake; Business and Shareholder Relations; Valuation; Telecommunications Industry; Canada; British Columbia; United States; New York (city, NY)
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      White, Lucy, and Benjamin C. Esty. "The TELUS Share Conversion Proposal." Harvard Business School Teaching Note 214-003, March 2014. (Revised May 2014.)
      • October 2013 (Revised September 2014)
      • Case

      The TELUS Share Conversion Proposal

      By: Lucy White, Benjamin C. Esty and Lisa Mazzanti
      On February 21, 2013, TELUS announced a proposal to convert the firm's non-voting shares into voting shares on a one-to-one basis, thereby eliminating the firm's dual class structure. Shareholders were scheduled to vote on the proposal at the firm's annual general...  View Details
      Keywords: Proxy Contest; Proxy Battle; Proxy Advisor; ISS; Glass Lewis & Co.; Hedge Fund; Short Selling; Share Lending; Telecommunications; Voting Rights; Empty Voting; Equity Decoupling; Share Unification; Dual Class Shares; Canada; Exchange Ratio; Shareholder Activism; Shareholder Votes; Investment Activism; Public Equity; Capital Structure; Investment Return; Corporate Governance; Corporate Finance; Ownership Stake; Business and Shareholder Relations; Valuation; Telecommunications Industry; Canada; British Columbia; United States; New York (city, NY)
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      White, Lucy, Benjamin C. Esty, and Lisa Mazzanti. "The TELUS Share Conversion Proposal." Harvard Business School Case 214-001, October 2013. (Revised September 2014.)
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